{"nbformat":4,"nbformat_minor":5,"metadata":{"colab":{"name":"BMOGWO.ipynb","provenance":[],"collapsed_sections":[],"toc_visible":true},"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.8.5"}},"cells":[{"cell_type":"code","metadata":{"id":"4cb54a3f","executionInfo":{"status":"ok","timestamp":1634036049499,"user_tz":-330,"elapsed":577,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["#!pip install numpy\n","#!pip install matplotlib"],"id":"4cb54a3f","execution_count":1,"outputs":[]},{"cell_type":"code","metadata":{"id":"b1426cdd","executionInfo":{"status":"ok","timestamp":1634036050162,"user_tz":-330,"elapsed":21,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["import numpy as np\n","import pandas as pd   # data processing\n","from matplotlib import pyplot as plt"],"id":"b1426cdd","execution_count":2,"outputs":[]},{"cell_type":"code","metadata":{"id":"b7ARHrSJ-olC","executionInfo":{"status":"ok","timestamp":1634036050164,"user_tz":-330,"elapsed":22,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["import sys\n","from google.colab import drive"],"id":"b7ARHrSJ-olC","execution_count":3,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"9iAkQCL_-siX","executionInfo":{"status":"ok","timestamp":1634036050165,"user_tz":-330,"elapsed":22,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"455170f3-5064-4ee7-d1f4-3c7c35c3b686"},"source":["drive.mount(\"/content/gdrive\")\n","\n","sys.path.insert(0,'/content/gdrive/My Drive/GWO/Model')\n","sys.path.insert(0,'/content/gdrive/My Drive/GWO/Model/Binary_MOGWO')\n","sys.path"],"id":"9iAkQCL_-siX","execution_count":4,"outputs":[{"output_type":"stream","name":"stdout","text":["Drive already mounted at /content/gdrive; to attempt to forcibly remount, call drive.mount(\"/content/gdrive\", force_remount=True).\n"]},{"output_type":"execute_result","data":{"text/plain":["['/content/gdrive/My Drive/GWO/Model/Binary_MOGWO',\n"," '/content/gdrive/My Drive/GWO/Model',\n"," '',\n"," '/content',\n"," '/env/python',\n"," '/usr/lib/python37.zip',\n"," '/usr/lib/python3.7',\n"," '/usr/lib/python3.7/lib-dynload',\n"," '/usr/local/lib/python3.7/dist-packages',\n"," '/usr/lib/python3/dist-packages',\n"," '/usr/local/lib/python3.7/dist-packages/IPython/extensions',\n"," '/root/.ipython']"]},"metadata":{},"execution_count":4}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Y7vqZXoy_LJM","executionInfo":{"status":"ok","timestamp":1634036050166,"user_tz":-330,"elapsed":16,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"ae51f2c5-0a90-4273-cf4a-03e36ceff6f0"},"source":["inFile = \"/content/gdrive/My Drive/GWO/Dataset/winequality-red.csv\"\n","data = pd.read_csv(inFile)\n","data = data.rename(columns={\"quality\": \"target\"})\n","data.head"],"id":"Y7vqZXoy_LJM","execution_count":5,"outputs":[{"output_type":"execute_result","data":{"text/plain":["<bound method NDFrame.head of       fixed acidity  volatile acidity  citric acid  ...  sulphates  alcohol  target\n","0               7.4             0.700         0.00  ...       0.56      9.4       5\n","1               7.8             0.880         0.00  ...       0.68      9.8       5\n","2               7.8             0.760         0.04  ...       0.65      9.8       5\n","3              11.2             0.280         0.56  ...       0.58      9.8       6\n","4               7.4             0.700         0.00  ...       0.56      9.4       5\n","...             ...               ...          ...  ...        ...      ...     ...\n","1594            6.2             0.600         0.08  ...       0.58     10.5       5\n","1595            5.9             0.550         0.10  ...       0.76     11.2       6\n","1596            6.3             0.510         0.13  ...       0.75     11.0       6\n","1597            5.9             0.645         0.12  ...       0.71     10.2       5\n","1598            6.0             0.310         0.47  ...       0.66     11.0       6\n","\n","[1599 rows x 12 columns]>"]},"metadata":{},"execution_count":5}]},{"cell_type":"code","metadata":{"id":"rpognFGpx_AB","executionInfo":{"status":"ok","timestamp":1634036055189,"user_tz":-330,"elapsed":5033,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["from BMOGWO import *\n","from ANN_Classifier_v2 import *"],"id":"rpognFGpx_AB","execution_count":6,"outputs":[]},{"cell_type":"code","metadata":{"id":"ZyyeIKWGJZtJ","executionInfo":{"status":"ok","timestamp":1634036055199,"user_tz":-330,"elapsed":40,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["maxIter = 100"],"id":"ZyyeIKWGJZtJ","execution_count":7,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"L30ixYq0B-yW"},"source":["### Testing Binary GWO"],"id":"L30ixYq0B-yW"},{"cell_type":"code","metadata":{"id":"7gUervYt92fk","executionInfo":{"status":"ok","timestamp":1634036055199,"user_tz":-330,"elapsed":32,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["def obj_fun(sel_features):\n","  ann = ANN(sel_features, data)\n","  ann.train()\n","  err = ann.test_error()\n","  no_of_features = np.count_nonzero(sel_features)\n","  return np.array([no_of_features, err])"],"id":"7gUervYt92fk","execution_count":8,"outputs":[]},{"cell_type":"code","metadata":{"id":"iI8YobMBYA_H","executionInfo":{"status":"ok","timestamp":1634036055200,"user_tz":-330,"elapsed":26,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["def plot_archive(archive):\n","  costs = np.array([nonD.cost for nonD in archive])\n","  plt.xlabel('No. of features')\n","  plt.ylabel('Error rate')\n","  plt.plot(costs[:,0], costs[:,1], '*')"],"id":"iI8YobMBYA_H","execution_count":9,"outputs":[]},{"cell_type":"code","metadata":{"id":"o5Hldn8lIzR_","executionInfo":{"status":"ok","timestamp":1634036055201,"user_tz":-330,"elapsed":22,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":[""],"id":"o5Hldn8lIzR_","execution_count":9,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"vrD2QtxKHNAj"},"source":["### Dataset 1"],"id":"vrD2QtxKHNAj"},{"cell_type":"code","metadata":{"id":"y9yEZE4fAgch","executionInfo":{"status":"ok","timestamp":1634036055201,"user_tz":-330,"elapsed":19,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["def fun(b):\n","    #print(sum(b))\n","    return np.array([ sum(b), 1/sum(b) ])"],"id":"y9yEZE4fAgch","execution_count":10,"outputs":[]},{"cell_type":"code","metadata":{"id":"Aw2ArO9mGK3d","executionInfo":{"status":"ok","timestamp":1634036055202,"user_tz":-330,"elapsed":18,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["bgwo = BMOGWO(dataset = data, greyWolvesNum=8, archiveSize=30, maxIt= maxIter)"],"id":"Aw2ArO9mGK3d","execution_count":11,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"NmO5c8u9CWh1","executionInfo":{"status":"ok","timestamp":1634038457451,"user_tz":-330,"elapsed":2402266,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"9bff9459-7282-4c0a-c3ce-d0a55d70bb8c"},"source":["bgwo.optimize()"],"id":"NmO5c8u9CWh1","execution_count":12,"outputs":[{"output_type":"stream","name":"stdout","text":["15/15 [==============================] - 0s 3ms/step - loss: 9.5312 - mape: 9.5312\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6675 - mape: 8.6675\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1320 - mape: 9.1320\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3138 - mape: 9.3138\n","15/15 [==============================] - 0s 1ms/step - loss: 9.2223 - mape: 9.2223\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4865 - mape: 9.4865\n","15/15 [==============================] - 0s 1ms/step - loss: 10.0667 - mape: 10.0667\n","15/15 [==============================] - 0s 1ms/step - loss: 8.8937 - mape: 8.8937\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87828f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>]\n","[1. 1.]\n","\n","Iteration: 0\n","alpha: [7.         8.66752243]\n","beta: [6.         8.89366436]\n","delta: [7.         8.66752243]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1517 - mape: 8.1517\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1331 - mape: 9.1331\n","15/15 [==============================] - 0s 1ms/step - loss: 9.8354 - mape: 9.8354\n","15/15 [==============================] - 0s 1ms/step - loss: 8.5678 - mape: 8.5678\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3930 - mape: 8.3930\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9217 - mape: 8.9217\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4536 - mape: 8.4536\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4147 - mape: 8.4147\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c93174c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8781bc90>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 1\n","alpha: [ 5.         10.06674576]\n","beta: [6.         8.89366436]\n","delta: [8.         8.15173721]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8458 - mape: 8.8458\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8405 - mape: 8.8405\n","15/15 [==============================] - 0s 2ms/step - loss: 7.9806 - mape: 7.9806\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1745 - mape: 8.1745\n","15/15 [==============================] - 0s 3ms/step - loss: 8.0696 - mape: 8.0696\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6369 - mape: 8.6369\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1840 - mape: 8.1840\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4059 - mape: 8.4059\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8781bc90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d103350>\n"," <GreyWolf.GreyWolf object at 0x7f3c931743d0>\n"," <GreyWolf.GreyWolf object at 0x7f3cecb80890>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 2\n","alpha: [8.         8.17446709]\n","beta: [6.         8.89366436]\n","delta: [7.         8.39297676]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6961 - mape: 8.6961\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9013 - mape: 8.9013\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4632 - mape: 8.4632\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5411 - mape: 8.5411\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5272 - mape: 8.5272\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5405 - mape: 8.5405\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5322 - mape: 8.5322\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2878 - mape: 8.2878\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8781bc90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d103350>\n"," <GreyWolf.GreyWolf object at 0x7f3c931743d0>\n"," <GreyWolf.GreyWolf object at 0x7f3cecb80890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c93f8dfd0>]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 3\n","alpha: [7.         8.84054184]\n","beta: [6.         8.89366436]\n","delta: [7.         8.39297676]\n","15/15 [==============================] - 0s 1ms/step - loss: 8.4869 - mape: 8.4869\n","15/15 [==============================] - 0s 1ms/step - loss: 8.9637 - mape: 8.9637\n","15/15 [==============================] - 0s 1ms/step - loss: 8.0933 - mape: 8.0933\n","15/15 [==============================] - 0s 1ms/step - loss: 8.4472 - mape: 8.4472\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4873 - mape: 8.4873\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4637 - mape: 8.4637\n","15/15 [==============================] - 0s 1ms/step - loss: 8.1617 - mape: 8.1617\n","15/15 [==============================] - 0s 1ms/step - loss: 8.6407 - mape: 8.6407\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8781bc90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c931743d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c93f8dfd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d103350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d08a650>]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 4\n","alpha: [ 5.         10.06674576]\n","beta: [7.         8.39297676]\n","delta: [8.         8.64070225]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0928 - mape: 9.0928\n","15/15 [==============================] - 0s 1ms/step - loss: 8.8519 - mape: 8.8519\n","15/15 [==============================] - 0s 1ms/step - loss: 8.3357 - mape: 8.3357\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3029 - mape: 8.3029\n","15/15 [==============================] - 0s 1ms/step - loss: 9.1713 - mape: 9.1713\n","15/15 [==============================] - 0s 1ms/step - loss: 8.3163 - mape: 8.3163\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5222 - mape: 8.5222\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4970 - mape: 8.4970\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c93f8dfd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d103350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d08a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8781bc90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e66b9d0>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 5\n","alpha: [6.         8.89366436]\n","beta: [7.         8.84054184]\n","delta: [9.         8.49703979]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6464 - mape: 8.6464\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9106 - mape: 8.9106\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7436 - mape: 8.7436\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4075 - mape: 8.4075\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9089 - mape: 8.9089\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7769 - mape: 8.7769\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3094 - mape: 8.3094\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6033 - mape: 8.6033\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c93f8dfd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d08a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8781bc90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e66b9d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d103350>]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 6\n","alpha: [8.        8.0932951]\n","beta: [6.         8.89366436]\n","delta: [7.         8.84054184]\n","15/15 [==============================] - 0s 1ms/step - loss: 8.8191 - mape: 8.8191\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7605 - mape: 8.7605\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9931 - mape: 8.9931\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2419 - mape: 8.2419\n","15/15 [==============================] - 0s 1ms/step - loss: 8.4714 - mape: 8.4714\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9440 - mape: 8.9440\n","15/15 [==============================] - 0s 1ms/step - loss: 8.4041 - mape: 8.4041\n","15/15 [==============================] - 0s 1ms/step - loss: 9.1631 - mape: 9.1631\n","[1. 1. 2. 2. 1.]\n","[1. 1. 2. 2. 1.]\n","[1. 1. 2. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8781bc90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e66b9d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d103350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d08a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3dcd50>]\n","[1. 1. 2. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 7\n","alpha: [8.        8.0932951]\n","beta: [6.         8.89366436]\n","delta: [ 5.         10.06674576]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6321 - mape: 8.6321\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0743 - mape: 8.0743\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3739 - mape: 8.3739\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3304 - mape: 8.3304\n","15/15 [==============================] - 0s 1ms/step - loss: 8.2889 - mape: 8.2889\n","15/15 [==============================] - 0s 1ms/step - loss: 8.8503 - mape: 8.8503\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6070 - mape: 8.6070\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5559 - mape: 8.5559\n","[1. 1. 2. 2. 1.]\n","[1. 1. 2. 2. 1.]\n","[1. 1. 2. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8781bc90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e66b9d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d103350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3dcd50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d0eba90>]\n","[1. 2. 2. 1.]\n","[1. 2. 2.]\n","\n","Iteration: 8\n","alpha: [ 5.         10.06674576]\n","beta: [8.         8.07428646]\n","delta: [6.         8.89366436]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3972 - mape: 8.3972\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1760 - mape: 8.1760\n","15/15 [==============================] - 0s 1ms/step - loss: 8.0109 - mape: 8.0109\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4093 - mape: 8.4093\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6854 - mape: 8.6854\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2152 - mape: 9.2152\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0512 - mape: 8.0512\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9408 - mape: 8.9408\n","[1. 1. 2. 2. 1.]\n","[1. 1. 2. 2. 1.]\n","[1. 1. 2. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8781bc90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e66b9d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d103350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3dcd50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d104ad0>]\n","[1. 2. 2. 1.]\n","[2. 2. 1.]\n","\n","Iteration: 9\n","alpha: [ 5.         10.06674576]\n","beta: [6.         8.89366436]\n","delta: [8.         8.01087475]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1376 - mape: 9.1376\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8006 - mape: 8.8006\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6828 - mape: 8.6828\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3818 - mape: 8.3818\n","15/15 [==============================] - 0s 1ms/step - loss: 7.9777 - mape: 7.9777\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8152 - mape: 8.8152\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7261 - mape: 8.7261\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5401 - mape: 8.5401\n","[1. 1. 2. 2. 1. 1.]\n","[1. 1. 2. 2. 1. 1.]\n","[1. 1. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8781bc90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e66b9d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d103350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3dcd50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d104ad0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c93896510>]\n","[1. 1. 2. 2. 1.]\n","[1. 2. 2. 1.]\n","\n","Iteration: 10\n","alpha: [9.         7.97774363]\n","beta: [ 5.         10.06674576]\n","delta: [7.         8.30292702]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4945 - mape: 8.4945\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0542 - mape: 8.0542\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6224 - mape: 8.6224\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7754 - mape: 8.7754\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0706 - mape: 8.0706\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5147 - mape: 8.5147\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3540 - mape: 8.3540\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1407 - mape: 9.1407\n","[1. 1. 2. 2. 1. 1.]\n","[1. 1. 2. 2. 1. 1.]\n","[1. 1. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8781bc90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e66b9d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d103350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3dcd50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d104ad0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c93896510>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>]\n","[1. 2. 2. 1. 1.]\n","[1. 2. 2. 1.]\n","\n","Iteration: 11\n","alpha: [ 5.         10.06674576]\n","beta: [8.         8.01087475]\n","delta: [9.       8.070611]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6594 - mape: 8.6594\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2136 - mape: 8.2136\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5254 - mape: 8.5254\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5566 - mape: 8.5566\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2904 - mape: 8.2904\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2948 - mape: 8.2948\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2320 - mape: 8.2320\n","15/15 [==============================] - 0s 1ms/step - loss: 8.2190 - mape: 8.2190\n","[1. 1. 2. 2. 1. 1.]\n","[1. 1. 2. 2. 1. 1.]\n","[1. 1. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8781bc90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e66b9d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d103350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3dcd50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d104ad0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e882350>]\n","[1. 1. 2. 2. 1.]\n","[1. 2. 2. 1.]\n","\n","Iteration: 12\n","alpha: [8.         8.21360588]\n","beta: [6.         8.89366436]\n","delta: [8.         8.01087475]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2020 - mape: 8.2020\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5046 - mape: 8.5046\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1772 - mape: 8.1772\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7579 - mape: 8.7579\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4148 - mape: 8.4148\n","15/15 [==============================] - 0s 1ms/step - loss: 8.7641 - mape: 8.7641\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0646 - mape: 8.0646\n","15/15 [==============================] - 0s 1ms/step - loss: 8.2039 - mape: 8.2039\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e66b9d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3dcd50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d104ad0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e882350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c877e7f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>]\n","[1. 2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","\n","Iteration: 13\n","alpha: [8.         8.01087475]\n","beta: [ 5.         10.06674576]\n","delta: [7.         8.81906509]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2538 - mape: 8.2538\n","15/15 [==============================] - 0s 1ms/step - loss: 8.3870 - mape: 8.3870\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6998 - mape: 8.6998\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8763 - mape: 9.8763\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7111 - mape: 9.7111\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6655 - mape: 8.6655\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3665 - mape: 8.3665\n","15/15 [==============================] - 0s 1ms/step - loss: 8.4066 - mape: 8.4066\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e66b9d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3dcd50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e882350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c877e7f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d104ad0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>]\n","[1. 2. 2. 1. 1.]\n","[1. 2. 2. 1.]\n","\n","Iteration: 14\n","alpha: [8.         8.01087475]\n","beta: [8.         8.21360588]\n","delta: [ 5.         10.06674576]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6184 - mape: 8.6184\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3562 - mape: 8.3562\n","15/15 [==============================] - 0s 2ms/step - loss: 7.8606 - mape: 7.8606\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6842 - mape: 8.6842\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8605 - mape: 8.8605\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4646 - mape: 8.4646\n","15/15 [==============================] - 0s 1ms/step - loss: 8.0490 - mape: 8.0490\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5507 - mape: 8.5507\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e3dcd50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 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- 0s 2ms/step - loss: 8.6438 - mape: 8.6438\n","15/15 [==============================] - 0s 1ms/step - loss: 8.3511 - mape: 8.3511\n","[1. 2. 2. 1. 2.]\n","[1. 2. 2. 1. 2.]\n","[1. 2. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c877e7f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d5bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7950>]\n","[1. 2. 2. 2.]\n","[2. 2. 2.]\n","\n","Iteration: 16\n","alpha: [7.         8.58291912]\n","beta: [ 5.         10.06674576]\n","delta: [7.         8.04896736]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5306 - mape: 8.5306\n","15/15 [==============================] - 0s 1ms/step - loss: 9.7630 - mape: 9.7630\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8165 - mape: 8.8165\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2642 - mape: 9.2642\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0024 - mape: 9.0024\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9895 - mape: 8.9895\n","15/15 [==============================] - 0s 2ms/step - loss: 7.9073 - mape: 7.9073\n","15/15 [==============================] - 0s 1ms/step - loss: 8.5679 - mape: 8.5679\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8765b850>\n"," <GreyWolf.GreyWolf object at 0x7f3c877e7f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d5bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e363650>]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 2.]\n","\n","Iteration: 17\n","alpha: [7.         8.20388985]\n","beta: [6.         8.89366436]\n","delta: [6.         8.76411152]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4887 - mape: 8.4887\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3162 - mape: 8.3162\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1286 - mape: 8.1286\n","15/15 [==============================] - 0s 1ms/step - loss: 8.3538 - mape: 8.3538\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3804 - mape: 8.3804\n","15/15 [==============================] - 0s 1ms/step - loss: 8.4176 - mape: 8.4176\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5621 - mape: 8.5621\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8503 - mape: 8.8503\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84d5bc10>\n"," <GreyWolf.GreyWolf object at 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mape: 8.6437\n","15/15 [==============================] - 0s 1ms/step - loss: 8.3616 - mape: 8.3616\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7371 - mape: 8.7371\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84d5bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e742f90>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e363650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e457990>]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 2.]\n","\n","Iteration: 19\n","alpha: [6.         8.78909016]\n","beta: [6.         8.31621838]\n","delta: [5.         9.76296425]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6906 - mape: 8.6906\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4719 - mape: 9.4719\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3716 - mape: 8.3716\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5955 - mape: 8.5955\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1708 - mape: 8.1708\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8797 - mape: 8.8797\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7634 - mape: 8.7634\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2736 - mape: 10.2736\n","[1. 1. 1. 1. 2. 1. 2.]\n","[1. 1. 1. 1. 2. 1. 2.]\n","[1. 1. 1. 1. 2. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84d5bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7950>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e363650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e742f90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3e3f90>\n"," <GreyWolf.GreyWolf object at 0x7f3c93f8dfd0>]\n","[1. 1. 1. 2. 1. 2.]\n","[1. 1. 1. 2. 2.]\n","\n","Iteration: 20\n","alpha: [6.         8.31621838]\n","beta: [7.         8.58291912]\n","delta: [5.         9.76296425]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2503 - mape: 9.2503\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2871 - mape: 9.2871\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7312 - mape: 9.7312\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7364 - mape: 8.7364\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1866 - mape: 8.1866\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8455 - mape: 8.8455\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6200 - mape: 8.6200\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6657 - mape: 9.6657\n","[1. 1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84d5bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c93f8dfd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e742f90>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e677d90>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>]\n","[1. 1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 1. 2.]\n","\n","Iteration: 21\n","alpha: [6.         8.31621838]\n","beta: [5.         9.25028324]\n","delta: [7.         8.20388985]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6168 - mape: 8.6168\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0083 - mape: 9.0083\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0143 - mape: 8.0143\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3372 - mape: 8.3372\n","15/15 [==============================] - 0s 1ms/step - loss: 9.3594 - mape: 9.3594\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2683 - mape: 8.2683\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8291 - mape: 8.8291\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2673 - mape: 8.2673\n","[1. 2. 1. 1. 2. 2.]\n","[1. 2. 1. 1. 2. 2.]\n","[1. 2. 1. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c93f8dfd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e742f90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e677d90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87612e50>]\n","[1. 2. 1. 2. 2.]\n","[2. 1. 2. 2.]\n","\n","Iteration: 22\n","alpha: [6.         8.73638821]\n","beta: [5.         9.25028324]\n","delta: [7.         8.01429939]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5222 - mape: 9.5222\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6427 - mape: 8.6427\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8374 - mape: 8.8374\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4856 - mape: 8.4856\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5781 - mape: 9.5781\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9033 - mape: 8.9033\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0242 - mape: 9.0242\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1862 - mape: 9.1862\n","[1. 3. 1. 1. 1. 2.]\n","[1. 3. 1. 1. 1. 2.]\n","[1. 3. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 2ms/step - loss: 9.1179 - mape: 9.1179\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3171 - mape: 8.3171\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6521 - mape: 8.6521\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e742f90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87612e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea38cd0>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 24\n","alpha: [6.         8.73638821]\n","beta: [6.         8.48561478]\n","delta: [8.         7.78821087]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0419 - mape: 9.0419\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3861 - mape: 8.3861\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9029 - mape: 9.9029\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4441 - mape: 8.4441\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1756 - mape: 8.1756\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2927 - mape: 8.2927\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6000 - mape: 8.6000\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4231 - mape: 8.4231\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e742f90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87612e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea38cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 25\n","alpha: [6.         8.33717918]\n","beta: [7.         8.20388985]\n","delta: [6.         8.48561478]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4612 - mape: 8.4612\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8027 - mape: 8.8027\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9200 - mape: 8.9200\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9727 - mape: 8.9727\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1203 - mape: 8.1203\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2606 - mape: 8.2606\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1395 - mape: 8.1395\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1177 - mape: 8.1177\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea38cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87612e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c4a50>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 26\n","alpha: [6.         8.73638821]\n","beta: [8.         7.86062717]\n","delta: [6.         8.48561478]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3867 - mape: 8.3867\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1782 - mape: 8.1782\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9300 - mape: 8.9300\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9035 - mape: 8.9035\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8099 - mape: 8.8099\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6461 - mape: 8.6461\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0806 - mape: 8.0806\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6082 - mape: 8.6082\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea38cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87612e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 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2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87612e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c4a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 28\n","alpha: [7.         8.01429939]\n","beta: [8.         7.78821087]\n","delta: [8.         7.86062717]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5233 - mape: 8.5233\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6357 - mape: 8.6357\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5324 - mape: 8.5324\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5131 - mape: 8.5131\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4445 - mape: 8.4445\n","15/15 [==============================] - 0s 2ms/step - loss: 7.9417 - mape: 7.9417\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4367 - mape: 8.4367\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7950 - mape: 8.7950\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87612e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c4a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 29\n","alpha: [8.         7.86062717]\n","beta: [5.         8.94837379]\n","delta: [8.         7.78821087]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9132 - mape: 8.9132\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2591 - mape: 8.2591\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7189 - mape: 8.7189\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2829 - mape: 8.2829\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1117 - mape: 8.1117\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3660 - mape: 8.3660\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4489 - mape: 8.4489\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3237 - mape: 8.3237\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 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- loss: 8.2190 - mape: 8.2190\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3736 - mape: 8.3736\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0327 - mape: 8.0327\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9938 - mape: 8.9938\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87612e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c4a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 31\n","alpha: [8.         7.78821087]\n","beta: [7.         8.01429939]\n","delta: [6.    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[==============================] - 0s 2ms/step - loss: 8.0604 - mape: 8.0604\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0262 - mape: 8.0262\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87612e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c4a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a6e10>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 33\n","alpha: [8.         7.78821087]\n","beta: [6.         8.48561478]\n","delta: [7.         8.06035614]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5120 - mape: 8.5120\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0124 - mape: 9.0124\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0855 - mape: 8.0855\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0208 - mape: 8.0208\n","15/15 [==============================] - 0s 3ms/step - loss: 8.4659 - mape: 8.4659\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5940 - mape: 8.5940\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5986 - mape: 8.5986\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4288 - mape: 8.4288\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87612e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c4a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>\n"," <GreyWolf.GreyWolf object at 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- loss: 8.5571 - mape: 8.5571\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1679 - mape: 8.1679\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3195 - mape: 8.3195\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6033 - mape: 8.6033\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3855 - mape: 8.3855\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6692 - mape: 8.6692\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87612e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c4a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a6e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 2ms/step - loss: 8.3903 - mape: 8.3903\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2955 - mape: 8.2955\n","15/15 [==============================] - 0s 3ms/step - loss: 8.4387 - mape: 8.4387\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6405 - mape: 8.6405\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87612e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c4a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a6e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 38\n","alpha: [7.         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loss: 8.5232 - mape: 8.5232\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9469 - mape: 8.9469\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8652 - mape: 8.8652\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e7c4a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a6e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c876eb1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 40\n","alpha: [6.         8.48561478]\n","beta: [7.         8.06035614]\n","delta: [7.         8.01429939]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2661 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[==============================] - 0s 2ms/step - loss: 8.8589 - mape: 8.8589\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e7c4a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87907a10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c876eb1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a6e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 42\n","alpha: [6.         8.48561478]\n","beta: [7.         8.01429939]\n","delta: [5.         8.94837379]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8318 - mape: 8.8318\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5992 - mape: 8.5992\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3085 - mape: 8.3085\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2506 - mape: 8.2506\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5425 - mape: 8.5425\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7139 - mape: 8.7139\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6387 - mape: 8.6387\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8167 - mape: 8.8167\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c876eb1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a6e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 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8.3723 - mape: 8.3723\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6764 - mape: 8.6764\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4451 - mape: 8.4451\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8449 - mape: 8.8449\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5977 - mape: 8.5977\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c876eb1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1919d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a6e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a096d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 45\n","alpha: [7.         8.06035614]\n","beta: [8.         7.86062717]\n","delta: [5.         8.71387386]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4694 - mape: 8.4694\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9287 - mape: 8.9287\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5884 - mape: 8.5884\n","15/15 [==============================] - 0s 3ms/step - loss: 8.6624 - mape: 8.6624\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8774 - mape: 8.8774\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9374 - mape: 8.9374\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5436 - mape: 8.5436\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0194 - mape: 9.0194\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876eb1d0>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 2ms/step - loss: 8.7245 - mape: 8.7245\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3892 - mape: 8.3892\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2500 - mape: 9.2500\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876eb1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1919d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a6e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33ce90>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 47\n","alpha: [6.         8.48561478]\n","beta: [8.         7.86062717]\n","delta: [7.         8.01429939]\n","15/15 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2ms/step - loss: 8.8284 - mape: 8.8284\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5713 - mape: 8.5713\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876eb1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1919d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33ce90>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42ebd0>]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 49\n","alpha: [6.         8.48561478]\n","beta: [8.         7.86062717]\n","delta: [5.         8.66241264]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1166 - mape: 8.1166\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4653 - mape: 8.4653\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3585 - mape: 8.3585\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7687 - mape: 8.7687\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7730 - mape: 8.7730\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3642 - mape: 8.3642\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3762 - mape: 8.3762\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3540 - mape: 8.3540\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876eb1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1919d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33ce90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 2ms/step - loss: 8.0358 - mape: 8.0358\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2350 - mape: 8.2350\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4069 - mape: 9.4069\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9703 - mape: 8.9703\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3494 - mape: 8.3494\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876eb1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1919d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33ce90>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9f9c50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d09f250>]\n","[1. 2. 1. 1. 1. 1. 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loss: 8.4271 - mape: 8.4271\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7911 - mape: 8.7911\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7763 - mape: 8.7763\n","15/15 [==============================] - 0s 2ms/step - loss: 7.9803 - mape: 7.9803\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876eb1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1919d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33ce90>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d09f250>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 54\n","alpha: [7.        8.0358057]\n","beta: [7.         7.98025656]\n","delta: [8.        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[==============================] - 0s 2ms/step - loss: 8.7033 - mape: 8.7033\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9351 - mape: 8.9351\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d1919d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33ce90>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d09f250>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 56\n","alpha: [6.         8.19143963]\n","beta: [8.         7.78821087]\n","delta: [7.        8.0358057]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0607 - mape: 9.0607\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2326 - mape: 8.2326\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2193 - mape: 8.2193\n","15/15 [==============================] - 0s 2ms/step - loss: 7.9113 - mape: 7.9113\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1117 - mape: 9.1117\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4395 - mape: 8.4395\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6324 - mape: 8.6324\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2809 - mape: 8.2809\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d1919d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33ce90>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 2ms/step - loss: 8.5852 - mape: 8.5852\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d1919d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d4110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33ce90>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d09f250>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 58\n","alpha: [5.         8.66241264]\n","beta: [6.         8.48561478]\n","delta: [6.         8.25056458]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7446 - mape: 8.7446\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9163 - mape: 8.9163\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3248 - mape: 8.3248\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7532 - mape: 8.7532\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3338 - mape: 8.3338\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6398 - mape: 9.6398\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4483 - mape: 8.4483\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5928 - mape: 8.5928\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d1919d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d09f250>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33ce90>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87921b10>]\n","[1. 1. 2. 2. 1. 1.]\n","[1. 1. 2. 2. 1.]\n","\n","Iteration: 59\n","alpha: [6.         8.48561478]\n","beta: [8.         7.78821087]\n","delta: [5.         8.66241264]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1954 - mape: 9.1954\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8487 - mape: 8.8487\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5705 - mape: 8.5705\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5694 - mape: 8.5694\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3505 - mape: 8.3505\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2614 - mape: 8.2614\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8212 - mape: 8.8212\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7024 - mape: 8.7024\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d1919d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d09f250>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33ce90>\n"," <GreyWolf.GreyWolf object at 0x7f3c87921b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>]\n","[1. 2. 1. 2. 1. 1.]\n","[2. 1. 2. 1. 1.]\n","\n","Iteration: 60\n","alpha: [5.         8.66241264]\n","beta: [5.         8.74455547]\n","delta: [8.         7.78821087]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0516 - mape: 9.0516\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2218 - mape: 8.2218\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5206 - mape: 8.5206\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6360 - mape: 8.6360\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8969 - mape: 8.8969\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6259 - mape: 8.6259\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5060 - mape: 8.5060\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6879 - mape: 8.6879\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d09f250>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87921b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95ac90>]\n","[1. 1. 2. 1. 2. 1.]\n","[1. 1. 2. 1. 2.]\n","\n","Iteration: 61\n","alpha: [8.         7.86062717]\n","beta: [8.         7.78821087]\n","delta: [5.         8.52062035]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3508 - mape: 8.3508\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4370 - mape: 8.4370\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6732 - mape: 8.6732\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3169 - mape: 8.3169\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4392 - mape: 8.4392\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7878 - mape: 8.7878\n","15/15 [==============================] - 0s 3ms/step - loss: 8.2414 - mape: 8.2414\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5621 - mape: 8.5621\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d09f250>\n"," <GreyWolf.GreyWolf object at 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mape: 8.3168\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3486 - mape: 8.3486\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2572 - mape: 9.2572\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d09f250>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c87921b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95ac90>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>]\n","[1. 2. 1. 2. 1. 1.]\n","[1. 2. 1. 2. 1.]\n","\n","Iteration: 63\n","alpha: [5.         8.74455547]\n","beta: [8.         7.78821087]\n","delta: [7.         7.98025656]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6099 - mape: 8.6099\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8409 - mape: 8.8409\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7046 - mape: 8.7046\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3896 - mape: 8.3896\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5083 - mape: 8.5083\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3283 - mape: 8.3283\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1515 - mape: 8.1515\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0034 - mape: 8.0034\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d09f250>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95ac90>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87921b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>]\n","[1. 1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","\n","Iteration: 64\n","alpha: [8.         7.86062717]\n","beta: [5.         8.74455547]\n","delta: [6.         8.48561478]\n","15/15 [==============================] - 0s 1ms/step - loss: 9.1760 - mape: 9.1760\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6308 - mape: 8.6308\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4829 - mape: 8.4829\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5198 - mape: 8.5198\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9538 - mape: 8.9538\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1355 - mape: 8.1355\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8547 - mape: 8.8547\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1921 - mape: 8.1921\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d09f250>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95ac90>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87921b10>]\n","[1. 1. 2. 1. 2. 1.]\n","[1. 1. 2. 2. 1.]\n","\n","Iteration: 65\n","alpha: [8.         7.78821087]\n","beta: [6.         8.48561478]\n","delta: [5.         8.52062035]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4705 - mape: 8.4705\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7797 - mape: 8.7797\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3934 - mape: 8.3934\n","15/15 [==============================] - 0s 3ms/step - loss: 8.9517 - mape: 8.9517\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8006 - mape: 8.8006\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2730 - mape: 8.2730\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3576 - mape: 9.3576\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3112 - mape: 8.3112\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d09f250>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87921b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>]\n","[1. 2. 1. 2. 1. 1.]\n","[1. 2. 2. 1. 1.]\n","\n","Iteration: 66\n","alpha: [5.         8.47048855]\n","beta: [6.         8.48561478]\n","delta: [8.         7.86062717]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4497 - mape: 8.4497\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5293 - mape: 8.5293\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3634 - mape: 8.3634\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4893 - mape: 8.4893\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6672 - mape: 8.6672\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2329 - mape: 9.2329\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5685 - mape: 8.5685\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3636 - mape: 8.3636\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," 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mape: 8.1157\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4295 - mape: 8.4295\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2755 - mape: 9.2755\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7103 - mape: 8.7103\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 68\n","alpha: [7.         7.98025656]\n","beta: [6.         8.48561478]\n","delta: [8.         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[==============================] - 0s 2ms/step - loss: 8.4957 - mape: 8.4957\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3321 - mape: 8.3321\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 70\n","alpha: [5.         8.47048855]\n","beta: [7.         7.98025656]\n","delta: [6.         8.48561478]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6149 - mape: 8.6149\n","15/15 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2ms/step - loss: 8.7026 - mape: 8.7026\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 72\n","alpha: [8.         7.86062717]\n","beta: [7.         7.98025656]\n","delta: [5.         8.47048855]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4281 - mape: 8.4281\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3735 - mape: 8.3735\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7173 - mape: 8.7173\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2541 - mape: 8.2541\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4014 - mape: 8.4014\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4994 - mape: 8.4994\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3719 - mape: 9.3719\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5312 - mape: 8.5312\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 2ms/step - loss: 8.4021 - mape: 8.4021\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0207 - mape: 9.0207\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8581 - mape: 8.8581\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9546 - mape: 8.9546\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a02d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c8766e590>]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 75\n","alpha: [5.         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8.8156\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2667 - mape: 8.2667\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1670 - mape: 8.1670\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>]\n","[3. 1. 2. 1. 1.]\n","[3. 1. 2. 1.]\n","\n","Iteration: 77\n","alpha: [7.         7.98025656]\n","beta: [8.         7.86062717]\n","delta: [8.         7.78821087]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3096 - mape: 8.3096\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1674 - mape: 9.1674\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3916 - mape: 8.3916\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6167 - mape: 8.6167\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7289 - mape: 8.7289\n","15/15 [==============================] - 0s 3ms/step - loss: 8.1068 - mape: 8.1068\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5871 - mape: 8.5871\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1774 - mape: 8.1774\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," 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[==============================] - 0s 2ms/step - loss: 8.3243 - mape: 8.3243\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7764 - mape: 8.7764\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8826 - mape: 8.8826\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7972 - mape: 8.7972\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4583 - mape: 8.4583\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>]\n","[3. 2. 1. 1. 1.]\n","[3. 2. 1. 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[==============================] - 0s 2ms/step - loss: 8.5917 - mape: 8.5917\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4900 - mape: 8.4900\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4416 - mape: 8.4416\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>]\n","[3. 1. 2. 1. 1.]\n","[3. 1. 2. 1.]\n","\n","Iteration: 82\n","alpha: [7.         7.98025656]\n","beta: [8.         7.86062717]\n","delta: [8.         7.78821087]\n","15/15 [==============================] - 0s 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[==============================] - 0s 2ms/step - loss: 8.6428 - mape: 8.6428\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>]\n","[3. 1. 2. 1. 1.]\n","[3. 1. 2. 1.]\n","\n","Iteration: 84\n","alpha: [7.         7.98025656]\n","beta: [8.         7.78821087]\n","delta: [8.         7.86062717]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4794 - mape: 8.4794\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6776 - mape: 8.6776\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3878 - mape: 8.3878\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3786 - mape: 8.3786\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5950 - mape: 8.5950\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4466 - mape: 8.4466\n","15/15 [==============================] - 0s 2ms/step - loss: 7.9559 - mape: 7.9559\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3482 - mape: 8.3482\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 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- mape: 8.8984\n","15/15 [==============================] - 0s 3ms/step - loss: 8.2327 - mape: 8.2327\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6143 - mape: 8.6143\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4645 - mape: 8.4645\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>]\n","[3. 1. 2. 1. 1.]\n","[3. 1. 2. 1.]\n","\n","Iteration: 87\n","alpha: [8.         7.78821087]\n","beta: [7.         7.98025656]\n","delta: [8.         7.86062717]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4069 - mape: 8.4069\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9595 - mape: 8.9595\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3156 - mape: 8.3156\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1227 - mape: 9.1227\n","15/15 [==============================] - 0s 2ms/step - loss: 7.8759 - mape: 7.8759\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1986 - mape: 8.1986\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5076 - mape: 8.5076\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3338 - mape: 8.3338\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 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8.6036\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3686 - mape: 8.3686\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>]\n","[3. 2. 1. 1. 1.]\n","[3. 2. 1. 1.]\n","\n","Iteration: 89\n","alpha: [6.        8.0148325]\n","beta: [8.         7.86062717]\n","delta: [7.         7.98025656]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0381 - mape: 9.0381\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3589 - mape: 8.3589\n","15/15 [==============================] - 0s 3ms/step - loss: 8.7256 - mape: 8.7256\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2639 - mape: 8.2639\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6187 - mape: 8.6187\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1789 - mape: 8.1789\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9079 - mape: 8.9079\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5112 - mape: 8.5112\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e89d8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>]\n","[3. 1. 2. 1. 1.]\n","[3. 1. 2. 1.]\n","\n","Iteration: 90\n","alpha: [8.         7.78821087]\n","beta: [8.         7.86062717]\n","delta: [7.         7.98025656]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1482 - mape: 8.1482\n","15/15 [==============================] - 0s 2ms/step - loss: 7.9626 - mape: 7.9626\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6998 - mape: 8.6998\n","15/15 [==============================] - 0s 3ms/step - loss: 8.3469 - mape: 8.3469\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2694 - mape: 8.2694\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5327 - mape: 8.5327\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1195 - mape: 8.1195\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2942 - mape: 8.2942\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8780c1d0>]\n","[3. 2. 1. 1. 1.]\n","[3. 2. 1. 1.]\n","\n","Iteration: 91\n","alpha: [6.        8.0148325]\n","beta: [7.         7.96264982]\n","delta: [8.         7.86062717]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5305 - mape: 8.5305\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4370 - mape: 8.4370\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7952 - mape: 8.7952\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1337 - mape: 9.1337\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0721 - mape: 8.0721\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2733 - mape: 8.2733\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6747 - mape: 8.6747\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6742 - mape: 8.6742\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c8780c1d0>]\n","[3. 1. 2. 1. 1.]\n","[3. 2. 1. 1.]\n","\n","Iteration: 92\n","alpha: [8.         7.78821087]\n","beta: [6.        8.0148325]\n","delta: [7.         7.96264982]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5279 - mape: 8.5279\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4676 - mape: 8.4676\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3568 - mape: 8.3568\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6979 - mape: 8.6979\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3585 - mape: 8.3585\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1406 - mape: 8.1406\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8845 - mape: 8.8845\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2429 - mape: 8.2429\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8780c1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>]\n","[3. 1. 2. 1. 1.]\n","[3. 1. 2. 1.]\n","\n","Iteration: 93\n","alpha: [8.         7.86062717]\n","beta: [7.         7.96264982]\n","delta: [6.        8.0148325]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7152 - mape: 8.7152\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6378 - mape: 8.6378\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2211 - mape: 8.2211\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4849 - mape: 8.4849\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7138 - mape: 8.7138\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6413 - mape: 8.6413\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2900 - mape: 8.2900\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5366 - mape: 8.5366\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8780c1d0>]\n","[3. 1. 2. 1. 1.]\n","[3. 2. 1. 1.]\n","\n","Iteration: 94\n","alpha: [7.         7.96264982]\n","beta: [6.        8.0148325]\n","delta: [8.         7.78821087]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6746 - mape: 8.6746\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3383 - mape: 8.3383\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2549 - mape: 8.2549\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4824 - mape: 9.4824\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7813 - mape: 8.7813\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4978 - mape: 8.4978\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5615 - mape: 8.5615\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7377 - mape: 8.7377\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8780c1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>]\n","[3. 1. 2. 1. 1.]\n","[3. 2. 1. 1.]\n","\n","Iteration: 95\n","alpha: [7.         7.96264982]\n","beta: [6.        8.0148325]\n","delta: [8.         7.86062717]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0281 - mape: 8.0281\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3725 - mape: 8.3725\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8878 - mape: 8.8878\n","15/15 [==============================] - 0s 3ms/step - loss: 8.3541 - mape: 8.3541\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5631 - mape: 8.5631\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3708 - mape: 8.3708\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6789 - mape: 8.6789\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3754 - mape: 8.3754\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8780c1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>]\n","[3. 2. 1. 1. 1.]\n","[3. 2. 1. 1.]\n","\n","Iteration: 96\n","alpha: [6.        8.0148325]\n","beta: [7.         7.96264982]\n","delta: [8.         7.86062717]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4085 - mape: 8.4085\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2111 - mape: 8.2111\n","15/15 [==============================] - 0s 2ms/step - loss: 8.5073 - mape: 8.5073\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7433 - mape: 8.7433\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0246 - mape: 8.0246\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1815 - mape: 8.1815\n","15/15 [==============================] - 0s 2ms/step - loss: 8.1677 - mape: 8.1677\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3109 - mape: 8.3109\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c8780c1d0>]\n","[3. 2. 1. 1. 1.]\n","[3. 2. 1. 1.]\n","\n","Iteration: 97\n","alpha: [6.        8.0148325]\n","beta: [8.         7.86062717]\n","delta: [7.         7.96264982]\n","15/15 [==============================] - 0s 3ms/step - loss: 8.4361 - mape: 8.4361\n","15/15 [==============================] - 0s 3ms/step - loss: 8.5926 - mape: 8.5926\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8356 - mape: 8.8356\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7736 - mape: 8.7736\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2262 - mape: 8.2262\n","15/15 [==============================] - 0s 2ms/step - loss: 7.9993 - mape: 7.9993\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4214 - mape: 8.4214\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3949 - mape: 8.3949\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8780c1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>]\n","[3. 1. 2. 1. 1.]\n","[3. 1. 2. 1.]\n","\n","Iteration: 98\n","alpha: [7.         7.96264982]\n","beta: [8.         7.78821087]\n","delta: [8.         7.86062717]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3180 - mape: 8.3180\n","15/15 [==============================] - 0s 2ms/step - loss: 8.4610 - mape: 8.4610\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7594 - mape: 8.7594\n","15/15 [==============================] - 0s 2ms/step - loss: 8.9086 - mape: 8.9086\n","15/15 [==============================] - 0s 3ms/step - loss: 8.6698 - mape: 8.6698\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6551 - mape: 8.6551\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6807 - mape: 8.6807\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2136 - mape: 8.2136\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","[3. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8766e590>\n"," <GreyWolf.GreyWolf object at 0x7f3c87962110>\n"," <GreyWolf.GreyWolf object at 0x7f3c9a87c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87714090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3fc490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8764c690>\n"," <GreyWolf.GreyWolf object at 0x7f3c87a3ae50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8780c1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d2b10>]\n","[3. 1. 2. 1. 1.]\n","[3. 1. 2. 1.]\n","\n","Iteration: 99\n","alpha: [8.         7.78821087]\n","beta: [7.         7.96264982]\n","delta: [8.         7.86062717]\n","15/15 [==============================] - 0s 2ms/step - loss: 8.0580 - mape: 8.0580\n","15/15 [==============================] - 0s 2ms/step - loss: 8.7006 - mape: 8.7006\n","15/15 [==============================] - 0s 2ms/step - loss: 8.3005 - mape: 8.3005\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2059 - mape: 8.2059\n","15/15 [==============================] - 0s 3ms/step - loss: 8.6004 - mape: 8.6004\n","15/15 [==============================] - 0s 2ms/step - loss: 8.6535 - mape: 8.6535\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8400 - mape: 8.8400\n","15/15 [==============================] - 0s 2ms/step - loss: 8.2993 - mape: 8.2993\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"2qKwNlvkChfE","executionInfo":{"status":"ok","timestamp":1634038457453,"user_tz":-330,"elapsed":107,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"1d91adc4-3768-4aac-90ce-93a0cbe4511e"},"source":["print('Dataset1')\n","for nonD in bgwo.archive:\n","  print(nonD.cost, nonD.position)"],"id":"2qKwNlvkChfE","execution_count":13,"outputs":[{"output_type":"stream","name":"stdout","text":["Dataset1\n","[5.         8.44966602] [0 0 0 0 1 1 0 0 1 1 1]\n","[5.         8.47048855] [0 0 0 0 1 1 0 0 1 1 1]\n","[5.         8.46916676] [0 0 0 0 1 1 0 0 1 1 1]\n","[6.         8.19143963] [1 0 0 0 1 1 0 0 1 1 1]\n","[6.        8.2217865] [0 1 0 0 1 1 0 0 1 1 1]\n","[6.        8.0148325] [0 0 0 0 1 1 1 0 1 1 1]\n","[8.         7.86062717] [1 1 0 0 1 1 1 0 1 1 1]\n","[8.         7.78821087] [1 1 0 0 1 1 1 0 1 1 1]\n","[7.         7.96264982] [1 0 0 0 1 1 1 0 1 1 1]\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":282},"id":"G_hcfrYsN-gg","executionInfo":{"status":"ok","timestamp":1634038457455,"user_tz":-330,"elapsed":33,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"edf2c5ee-34e1-477c-dd3a-3151df6cc615"},"source":["plot_archive(bgwo.archive)"],"id":"G_hcfrYsN-gg","execution_count":14,"outputs":[{"output_type":"display_data","data":{"image/png":"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\n","text/plain":["<Figure size 432x288 with 1 Axes>"]},"metadata":{"needs_background":"light"}}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"wr6vjabr8vJc","executionInfo":{"status":"ok","timestamp":1634038457457,"user_tz":-330,"elapsed":30,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"b13ddfcf-80d8-4824-a5b3-919a3e9083e7"},"source":["bgwo.alpha"],"id":"wr6vjabr8vJc","execution_count":15,"outputs":[{"output_type":"execute_result","data":{"text/plain":["0.1"]},"metadata":{},"execution_count":15}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"4t5Hrh133t-l","executionInfo":{"status":"ok","timestamp":1634038457458,"user_tz":-330,"elapsed":26,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"86e14971-d181-4f67-d704-b537f31653bc"},"source":["for w in bgwo.greyWolves:\n","  print(w.cost, w.position, w.dominated)"],"id":"4t5Hrh133t-l","execution_count":16,"outputs":[{"output_type":"stream","name":"stdout","text":["[8.         8.05796623] [1 1 0 0 1 1 1 0 1 1 1] False\n","[8.         8.70058155] [1 1 0 0 1 1 1 0 1 1 1] True\n","[7.         8.30049896] [1 0 0 0 1 1 1 0 1 1 1] False\n","[8.        8.2059288] [1 1 0 0 1 1 1 0 1 1 1] True\n","[8.         8.60043335] [1 1 0 0 1 1 1 0 1 1 1] True\n","[8.         8.65345478] [1 1 0 0 1 1 1 0 1 1 1] True\n","[8.         8.83996105] [1 1 0 0 1 1 1 0 1 1 1] True\n","[8.         8.29929447] [1 1 0 0 1 1 1 0 1 1 1] True\n"]}]},{"cell_type":"markdown","metadata":{"id":"OgHaGTTXZm1K"},"source":["### Testing with all features"],"id":"OgHaGTTXZm1K"},{"cell_type":"code","metadata":{"id":"AlssGvWHCTWn","executionInfo":{"status":"ok","timestamp":1634038457459,"user_tz":-330,"elapsed":23,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["from ANN_Classifier_v2 import *"],"id":"AlssGvWHCTWn","execution_count":17,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"IXWyrxlrCwAd","executionInfo":{"status":"ok","timestamp":1634038457460,"user_tz":-330,"elapsed":22,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"e498bfa1-f0b6-49b1-f70f-02dfedc5e066"},"source":["selected = np.ones(data.shape[1] - 1)\n","print(selected)"],"id":"IXWyrxlrCwAd","execution_count":18,"outputs":[{"output_type":"stream","name":"stdout","text":["[1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.]\n"]}]},{"cell_type":"code","metadata":{"id":"aJCcE1iDEDcb","executionInfo":{"status":"ok","timestamp":1634038460296,"user_tz":-330,"elapsed":2855,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["ann_model = ANN(selected, data)\n","ann_model.train()"],"id":"aJCcE1iDEDcb","execution_count":19,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"QS3A5I1yEz8h","executionInfo":{"status":"ok","timestamp":1634038460299,"user_tz":-330,"elapsed":131,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"daeff091-92db-4e45-acb8-2e251828aee2"},"source":["test_error = ann_model.test_error()\n","print(test_error)"],"id":"QS3A5I1yEz8h","execution_count":20,"outputs":[{"output_type":"stream","name":"stdout","text":["15/15 [==============================] - 0s 1ms/step - loss: 8.5287 - mape: 8.5287\n","8.52873706817627\n"]}]},{"cell_type":"markdown","metadata":{"id":"51bUGXq5t_m2"},"source":["#### DataSet2"],"id":"51bUGXq5t_m2"},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"3H_fom1RFKiC","executionInfo":{"status":"ok","timestamp":1634038460805,"user_tz":-330,"elapsed":40,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"d26c00d9-1626-4f8a-9a80-f1cb8eaaa26b"},"source":["inFile2 = \"/content/gdrive/My Drive/GWO/Dataset/UCI_DATA/HeartEW/HeartEW-final.csv\"\n","data2 = pd.read_csv(inFile2)\n","data2 = data2.rename(columns={\"quality\": \"target\"})\n","data2.head"],"id":"3H_fom1RFKiC","execution_count":21,"outputs":[{"output_type":"execute_result","data":{"text/plain":["<bound method NDFrame.head of       0  1  2    3    4  5  6    7  8    9  10  11  12  target\n","0    34  1  1  118  182  0  2  174  0  0.0   1   0   3       1\n","1    53  1  4  140  203  1  2  155  1  3.1   3   0   7       2\n","2    61  1  1  134  234  0  0  145  0  2.6   2   2   3       2\n","3    68  1  3  118  277  0  0  151  0  1.0   1   1   7       1\n","4    54  1  4  122  286  0  2  116  1  3.2   2   2   3       2\n","..   .. .. ..  ...  ... .. ..  ... ..  ...  ..  ..  ..     ...\n","265  54  1  4  120  188  0  0  113  0  1.4   2   1   7       2\n","266  68  0  3  120  211  0  2  115  0  1.5   2   0   3       1\n","267  53  1  4  123  282  0  0   95  1  2.0   2   2   7       2\n","268  46  1  3  150  231  0  0  147  0  3.6   2   0   3       2\n","269  35  1  4  120  198  0  0  130  1  1.6   2   0   7       2\n","\n","[270 rows x 14 columns]>"]},"metadata":{},"execution_count":21}]},{"cell_type":"code","metadata":{"id":"8BuFevjZua-3","executionInfo":{"status":"ok","timestamp":1634038460807,"user_tz":-330,"elapsed":17,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["bgwo2 = BMOGWO(dataset=data2 , greyWolvesNum=8, archiveSize=30, maxIt= maxIter)"],"id":"8BuFevjZua-3","execution_count":22,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"OPXdkTuUugJ0","executionInfo":{"status":"ok","timestamp":1634039777922,"user_tz":-330,"elapsed":1317129,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"e198f4d8-d72c-4417-bcc4-a5a28de16b60"},"source":["bgwo2.optimize()"],"id":"OPXdkTuUugJ0","execution_count":23,"outputs":[{"output_type":"stream","name":"stdout","text":["3/3 [==============================] - 0s 4ms/step - loss: 17.1292 - mape: 17.1292\n","3/3 [==============================] - 0s 4ms/step - loss: 15.3744 - mape: 15.3744\n","3/3 [==============================] - 0s 4ms/step - loss: 20.9923 - mape: 20.9923\n","WARNING:tensorflow:5 out of the last 25 calls to <function Model.make_test_function.<locals>.test_function at 0x7f3c8d0ef560> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.\n","3/3 [==============================] - 0s 4ms/step - loss: 18.3192 - mape: 18.3192\n","WARNING:tensorflow:5 out of the last 13 calls to <function Model.make_test_function.<locals>.test_function at 0x7f3c8d1ed5f0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.\n","3/3 [==============================] - 0s 4ms/step - loss: 19.8169 - mape: 19.8169\n","3/3 [==============================] - 0s 5ms/step - loss: 17.0798 - mape: 17.0798\n","3/3 [==============================] - 0s 4ms/step - loss: 17.6350 - mape: 17.6350\n","3/3 [==============================] - 0s 5ms/step - loss: 19.5360 - mape: 19.5360\n","[1. 1.]\n","[1. 1.]\n","[1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8ea09950>\n"," <GreyWolf.GreyWolf object at 0x7f3c877ac310>]\n","[1.]\n","\n","Iteration: 0\n","alpha: [ 4.         17.07978058]\n","beta: [ 5.         15.37438488]\n","delta: [ 5.         15.37438488]\n","3/3 [==============================] - 0s 5ms/step - loss: 17.4467 - mape: 17.4467\n","3/3 [==============================] - 0s 5ms/step - loss: 16.8168 - mape: 16.8168\n","3/3 [==============================] - 0s 5ms/step - loss: 21.0852 - mape: 21.0852\n","3/3 [==============================] - 0s 5ms/step - loss: 19.1828 - mape: 19.1828\n","3/3 [==============================] - 0s 4ms/step - loss: 17.2373 - mape: 17.2373\n","3/3 [==============================] - 0s 6ms/step - loss: 17.8256 - mape: 17.8256\n","3/3 [==============================] - 0s 4ms/step - loss: 18.6309 - mape: 18.6309\n","3/3 [==============================] - 0s 4ms/step - loss: 16.4912 - mape: 16.4912\n","[1. 1.]\n","[1. 1.]\n","[1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8ea09950>\n"," <GreyWolf.GreyWolf object at 0x7f3c855f0a10>]\n","[1.]\n","\n","Iteration: 1\n","alpha: [ 5.         15.37438488]\n","beta: [ 4.        16.4911747]\n","delta: [ 4.        16.4911747]\n","3/3 [==============================] - 0s 8ms/step - loss: 15.6558 - mape: 15.6558\n","3/3 [==============================] - 0s 6ms/step - loss: 15.6731 - mape: 15.6731\n","3/3 [==============================] - 0s 4ms/step - loss: 18.1489 - mape: 18.1489\n","3/3 [==============================] - 0s 5ms/step - loss: 18.2568 - mape: 18.2568\n","3/3 [==============================] - 0s 5ms/step - loss: 17.9765 - mape: 17.9765\n","3/3 [==============================] - 0s 4ms/step - loss: 18.5487 - mape: 18.5487\n","3/3 [==============================] - 0s 5ms/step - loss: 17.1510 - mape: 17.1510\n","3/3 [==============================] - 0s 5ms/step - loss: 27.5579 - mape: 27.5579\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8ea09950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e501910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655450>]\n","[1. 1.]\n","\n","Iteration: 2\n","alpha: [ 4.         15.67311573]\n","beta: [ 5.         15.37438488]\n","delta: [ 4.         15.67311573]\n","3/3 [==============================] - 0s 7ms/step - loss: 16.3824 - mape: 16.3824\n","3/3 [==============================] - 0s 5ms/step - loss: 16.6433 - mape: 16.6433\n","3/3 [==============================] - 0s 6ms/step - loss: 16.5300 - mape: 16.5300\n","3/3 [==============================] - 0s 6ms/step - loss: 17.6713 - mape: 17.6713\n","3/3 [==============================] - 0s 6ms/step - loss: 18.1459 - mape: 18.1459\n","3/3 [==============================] - 0s 6ms/step - loss: 17.0723 - mape: 17.0723\n","3/3 [==============================] - 0s 5ms/step - loss: 16.4593 - mape: 16.4593\n","3/3 [==============================] - 0s 8ms/step - loss: 17.2110 - mape: 17.2110\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8ea09950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e501910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e361290>]\n","[1. 1.]\n","\n","Iteration: 3\n","alpha: [ 5.         15.37438488]\n","beta: [ 4.         15.67311573]\n","delta: [ 5.         15.37438488]\n","3/3 [==============================] - 0s 7ms/step - loss: 17.5261 - mape: 17.5261\n","3/3 [==============================] - 0s 4ms/step - loss: 16.1997 - mape: 16.1997\n","3/3 [==============================] - 0s 7ms/step - loss: 16.2410 - mape: 16.2410\n","3/3 [==============================] - 0s 4ms/step - loss: 16.1597 - mape: 16.1597\n","3/3 [==============================] - 0s 7ms/step - loss: 15.9417 - mape: 15.9417\n","3/3 [==============================] - 0s 7ms/step - loss: 19.1230 - mape: 19.1230\n","3/3 [==============================] - 0s 6ms/step - loss: 17.3279 - mape: 17.3279\n","3/3 [==============================] - 0s 5ms/step - loss: 17.9730 - mape: 17.9730\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e501910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e361290>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea09950>]\n","[1. 1.]\n","\n","Iteration: 4\n","alpha: [ 4.         15.67311573]\n","beta: [ 4.         16.38244438]\n","delta: [ 5.         15.37438488]\n","3/3 [==============================] - 0s 5ms/step - loss: 18.6852 - mape: 18.6852\n","3/3 [==============================] - 0s 5ms/step - loss: 18.1123 - mape: 18.1123\n","3/3 [==============================] - 0s 5ms/step - loss: 19.2935 - mape: 19.2935\n","3/3 [==============================] - 0s 5ms/step - loss: 16.6625 - mape: 16.6625\n","3/3 [==============================] - 0s 6ms/step - loss: 15.9560 - mape: 15.9560\n","3/3 [==============================] - 0s 4ms/step - loss: 18.8095 - mape: 18.8095\n","3/3 [==============================] - 0s 5ms/step - loss: 16.5614 - mape: 16.5614\n","3/3 [==============================] - 0s 4ms/step - loss: 18.2551 - mape: 18.2551\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e361290>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea09950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e501910>]\n","[1. 1.]\n","\n","Iteration: 5\n","alpha: [ 4.         15.67311573]\n","beta: [ 5.         15.37438488]\n","delta: [ 4.         16.38244438]\n","3/3 [==============================] - 0s 4ms/step - loss: 16.7092 - mape: 16.7092\n","3/3 [==============================] - 0s 4ms/step - loss: 19.5155 - mape: 19.5155\n","3/3 [==============================] - 0s 5ms/step - loss: 17.4258 - mape: 17.4258\n","3/3 [==============================] - 0s 4ms/step - loss: 16.1499 - mape: 16.1499\n","3/3 [==============================] - 0s 4ms/step - loss: 16.9242 - mape: 16.9242\n","3/3 [==============================] - 0s 5ms/step - loss: 15.3287 - mape: 15.3287\n","3/3 [==============================] - 0s 5ms/step - loss: 17.5157 - mape: 17.5157\n","3/3 [==============================] - 0s 6ms/step - loss: 15.3543 - mape: 15.3543\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e501910>\n"," <GreyWolf.GreyWolf object at 0x7f3c877eee10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafded0>]\n","[1. 1.]\n","\n","Iteration: 6\n","alpha: [ 4.         15.67311573]\n","beta: [ 5.         15.32866764]\n","delta: [ 5.         15.32866764]\n","3/3 [==============================] - 0s 5ms/step - loss: 16.8113 - mape: 16.8113\n","3/3 [==============================] - 0s 5ms/step - loss: 15.5921 - mape: 15.5921\n","3/3 [==============================] - 0s 5ms/step - loss: 16.8276 - mape: 16.8276\n","3/3 [==============================] - 0s 6ms/step - loss: 17.0945 - mape: 17.0945\n","3/3 [==============================] - 0s 5ms/step - loss: 16.7375 - mape: 16.7375\n","3/3 [==============================] - 0s 5ms/step - loss: 15.5872 - mape: 15.5872\n","3/3 [==============================] - 0s 5ms/step - loss: 17.8148 - mape: 17.8148\n","3/3 [==============================] - 0s 5ms/step - loss: 16.7956 - mape: 16.7956\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c877eee10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafded0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e501910>]\n","[1. 1.]\n","\n","Iteration: 7\n","alpha: [ 3.        15.3542738]\n","beta: [ 5.         15.32866764]\n","delta: [ 5.         15.32866764]\n","3/3 [==============================] - 0s 5ms/step - loss: 17.4902 - mape: 17.4902\n","3/3 [==============================] - 0s 5ms/step - loss: 17.5742 - mape: 17.5742\n","3/3 [==============================] - 0s 4ms/step - loss: 15.5661 - mape: 15.5661\n","3/3 [==============================] - 0s 5ms/step - loss: 15.6957 - mape: 15.6957\n","3/3 [==============================] - 0s 5ms/step - loss: 15.8861 - mape: 15.8861\n","3/3 [==============================] - 0s 6ms/step - loss: 15.4813 - mape: 15.4813\n","3/3 [==============================] - 0s 5ms/step - loss: 16.8863 - mape: 16.8863\n","3/3 [==============================] - 0s 5ms/step - loss: 15.9189 - mape: 15.9189\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c877eee10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafded0>\n"," <GreyWolf.GreyWolf object at 0x7f3c855c6dd0>]\n","[1. 1.]\n","\n","Iteration: 8\n","alpha: [ 3.        15.3542738]\n","beta: [ 5.         15.32866764]\n","delta: [ 4.        15.4813261]\n","3/3 [==============================] - 0s 6ms/step - loss: 17.0979 - mape: 17.0979\n","3/3 [==============================] - 0s 5ms/step - loss: 15.6822 - mape: 15.6822\n","3/3 [==============================] - 0s 5ms/step - loss: 15.2191 - mape: 15.2191\n","3/3 [==============================] - 0s 5ms/step - loss: 17.2779 - mape: 17.2779\n","3/3 [==============================] - 0s 3ms/step - loss: 16.1010 - mape: 16.1010\n","3/3 [==============================] - 0s 5ms/step - loss: 15.6949 - mape: 15.6949\n","3/3 [==============================] - 0s 6ms/step - loss: 17.6045 - mape: 17.6045\n","3/3 [==============================] - 0s 3ms/step - loss: 15.9278 - mape: 15.9278\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c855c6dd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafded0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877ea310>]\n","[1. 1.]\n","\n","Iteration: 9\n","alpha: [ 3.        15.3542738]\n","beta: [ 4.        15.4813261]\n","delta: [ 4.        15.4813261]\n","3/3 [==============================] - 0s 11ms/step - loss: 16.1431 - mape: 16.1431\n","3/3 [==============================] - 0s 3ms/step - loss: 15.5830 - mape: 15.5830\n","3/3 [==============================] - 0s 5ms/step - loss: 17.8920 - mape: 17.8920\n","3/3 [==============================] - 0s 4ms/step - loss: 16.3141 - mape: 16.3141\n","3/3 [==============================] - 0s 4ms/step - loss: 17.8421 - mape: 17.8421\n","3/3 [==============================] - 0s 5ms/step - loss: 19.4947 - mape: 19.4947\n","3/3 [==============================] - 0s 3ms/step - loss: 16.1466 - mape: 16.1466\n","3/3 [==============================] - 0s 5ms/step - loss: 16.8683 - mape: 16.8683\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c855c6dd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877ea310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafded0>]\n","[1. 1.]\n","\n","Iteration: 10\n","alpha: [ 3.        15.3542738]\n","beta: [ 4.        15.4813261]\n","delta: [ 5.         15.21914291]\n","3/3 [==============================] - 0s 4ms/step - loss: 18.5146 - mape: 18.5146\n","3/3 [==============================] - 0s 5ms/step - loss: 16.2374 - mape: 16.2374\n","3/3 [==============================] - 0s 5ms/step - loss: 19.3589 - mape: 19.3589\n","3/3 [==============================] - 0s 5ms/step - loss: 18.3337 - mape: 18.3337\n","3/3 [==============================] - 0s 6ms/step - loss: 16.5393 - mape: 16.5393\n","3/3 [==============================] - 0s 5ms/step - loss: 15.8116 - mape: 15.8116\n","3/3 [==============================] - 0s 5ms/step - loss: 16.1259 - mape: 16.1259\n","3/3 [==============================] - 0s 4ms/step - loss: 19.0394 - mape: 19.0394\n","[1. 1. 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loss: 16.7736 - mape: 16.7736\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c855c6dd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafded0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877ea310>]\n","[1. 1.]\n","\n","Iteration: 12\n","alpha: [ 5.         15.21914291]\n","beta: [ 3.        15.3542738]\n","delta: [ 5.         15.21914291]\n","3/3 [==============================] - 0s 6ms/step - loss: 15.3777 - mape: 15.3777\n","3/3 [==============================] - 0s 7ms/step - loss: 16.5276 - mape: 16.5276\n","3/3 [==============================] - 0s 6ms/step - loss: 17.2414 - mape: 17.2414\n","3/3 [==============================] - 0s 5ms/step - loss: 16.9358 - mape: 16.9358\n","3/3 [==============================] - 0s 6ms/step - loss: 16.1640 - mape: 16.1640\n","3/3 [==============================] - 0s 5ms/step - loss: 17.5426 - mape: 17.5426\n","3/3 [==============================] - 0s 5ms/step - loss: 14.6074 - mape: 14.6074\n","3/3 [==============================] - 0s 3ms/step - loss: 17.2813 - mape: 17.2813\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c855c6dd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafded0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d1250>]\n","[1. 1.]\n","\n","Iteration: 13\n","alpha: [ 3.        15.3542738]\n","beta: [ 5.         14.60736752]\n","delta: [ 3.        15.3542738]\n","3/3 [==============================] - 0s 6ms/step - loss: 15.1908 - mape: 15.1908\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0010 - mape: 16.0010\n","3/3 [==============================] - 0s 6ms/step - loss: 15.0616 - mape: 15.0616\n","3/3 [==============================] - 0s 5ms/step - loss: 18.7607 - mape: 18.7607\n","3/3 [==============================] - 0s 3ms/step - loss: 18.5590 - mape: 18.5590\n","3/3 [==============================] - 0s 5ms/step - loss: 17.8935 - mape: 17.8935\n","3/3 [==============================] - 0s 5ms/step - loss: 19.2229 - mape: 19.2229\n","3/3 [==============================] - 0s 3ms/step - loss: 16.7188 - mape: 16.7188\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e8d1250>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafded0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d15dcd0>]\n","[1. 1.]\n","\n","Iteration: 14\n","alpha: [ 3.        15.3542738]\n","beta: [ 5.         14.60736752]\n","delta: [ 3.        15.3542738]\n","3/3 [==============================] - 0s 3ms/step - loss: 16.7863 - mape: 16.7863\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0271 - mape: 16.0271\n","3/3 [==============================] - 0s 5ms/step - loss: 17.4057 - mape: 17.4057\n","3/3 [==============================] - 0s 5ms/step - loss: 16.7201 - mape: 16.7201\n","3/3 [==============================] - 0s 6ms/step - loss: 16.1902 - mape: 16.1902\n","3/3 [==============================] - 0s 6ms/step - loss: 16.3527 - mape: 16.3527\n","3/3 [==============================] - 0s 5ms/step - loss: 14.5640 - mape: 14.5640\n","3/3 [==============================] - 0s 8ms/step - loss: 16.5916 - mape: 16.5916\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d15dcd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafded0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d6da50>]\n","[1. 1.]\n","\n","Iteration: 15\n","alpha: [ 3.         15.06156826]\n","beta: [ 3.        15.3542738]\n","delta: [ 3.         15.06156826]\n","3/3 [==============================] - 0s 5ms/step - loss: 16.6289 - mape: 16.6289\n","3/3 [==============================] - 0s 6ms/step - loss: 14.6791 - mape: 14.6791\n","3/3 [==============================] - 0s 7ms/step - loss: 17.3402 - mape: 17.3402\n","3/3 [==============================] - 0s 5ms/step - loss: 15.2111 - mape: 15.2111\n","3/3 [==============================] - 0s 5ms/step - loss: 16.7379 - mape: 16.7379\n","3/3 [==============================] - 0s 4ms/step - loss: 16.9595 - mape: 16.9595\n","3/3 [==============================] - 0s 5ms/step - loss: 15.1770 - mape: 15.1770\n","3/3 [==============================] - 0s 5ms/step - loss: 16.7416 - mape: 16.7416\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84d6da50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d15dcd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d107e10>]\n","[1. 1.]\n","\n","Iteration: 16\n","alpha: [ 3.         15.06156826]\n","beta: [ 3.         14.67909241]\n","delta: [ 5.         14.56395245]\n","3/3 [==============================] - 0s 6ms/step - loss: 16.9993 - mape: 16.9993\n","3/3 [==============================] - 0s 7ms/step - loss: 17.8611 - mape: 17.8611\n","3/3 [==============================] - 0s 7ms/step - loss: 18.7112 - mape: 18.7112\n","3/3 [==============================] - 0s 5ms/step - loss: 14.4560 - mape: 14.4560\n","3/3 [==============================] - 0s 5ms/step - loss: 14.8852 - mape: 14.8852\n","3/3 [==============================] - 0s 5ms/step - loss: 15.6158 - mape: 15.6158\n","3/3 [==============================] - 0s 3ms/step - loss: 16.3133 - mape: 16.3133\n","3/3 [==============================] - 0s 6ms/step - loss: 16.9869 - mape: 16.9869\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d15dcd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8767aa10>]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 17\n","alpha: [ 3.         14.45603371]\n","beta: [ 2.        18.7112484]\n","delta: [ 3.         15.06156826]\n","3/3 [==============================] - 0s 6ms/step - loss: 15.4308 - mape: 15.4308\n","3/3 [==============================] - 0s 6ms/step - loss: 15.9837 - mape: 15.9837\n","3/3 [==============================] - 0s 3ms/step - loss: 15.3048 - mape: 15.3048\n","3/3 [==============================] - 0s 5ms/step - loss: 16.1362 - mape: 16.1362\n","3/3 [==============================] - 0s 5ms/step - loss: 16.9359 - mape: 16.9359\n","3/3 [==============================] - 0s 6ms/step - loss: 14.9544 - mape: 14.9544\n","3/3 [==============================] - 0s 3ms/step - loss: 16.7637 - mape: 16.7637\n","3/3 [==============================] - 0s 6ms/step - loss: 18.4732 - mape: 18.4732\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d15dcd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8767aa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655f10>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 18\n","alpha: [ 3.         14.45603371]\n","beta: [ 3.         15.06156826]\n","delta: [ 3.        15.3047781]\n","3/3 [==============================] - 0s 6ms/step - loss: 17.7201 - mape: 17.7201\n","3/3 [==============================] - 0s 6ms/step - loss: 14.8927 - mape: 14.8927\n","3/3 [==============================] - 0s 3ms/step - loss: 16.8804 - mape: 16.8804\n","3/3 [==============================] - 0s 5ms/step - loss: 16.3670 - mape: 16.3670\n","3/3 [==============================] - 0s 6ms/step - loss: 16.4203 - mape: 16.4203\n","3/3 [==============================] - 0s 5ms/step - loss: 16.8994 - mape: 16.8994\n","3/3 [==============================] - 0s 6ms/step - loss: 15.9590 - mape: 15.9590\n","3/3 [==============================] - 0s 5ms/step - loss: 15.7532 - mape: 15.7532\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8767aa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d15dcd0>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 19\n","alpha: [ 3.         14.67909241]\n","beta: [ 3.         15.06156826]\n","delta: [ 3.         16.88044739]\n","3/3 [==============================] - 0s 6ms/step - loss: 15.6667 - mape: 15.6667\n","3/3 [==============================] - 0s 7ms/step - loss: 17.3977 - mape: 17.3977\n","3/3 [==============================] - 0s 3ms/step - loss: 18.8766 - mape: 18.8766\n","3/3 [==============================] - 0s 7ms/step - loss: 15.3575 - mape: 15.3575\n","3/3 [==============================] - 0s 5ms/step - loss: 16.3355 - mape: 16.3355\n","3/3 [==============================] - 0s 3ms/step - loss: 16.5305 - mape: 16.5305\n","3/3 [==============================] - 0s 7ms/step - loss: 15.8601 - mape: 15.8601\n","3/3 [==============================] - 0s 6ms/step - loss: 17.2261 - mape: 17.2261\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8767aa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d15dcd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876e8790>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 20\n","alpha: [ 3.         15.35746574]\n","beta: [ 3.    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<GreyWolf.GreyWolf object at 0x7f3c8d15dcd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876e8790>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 22\n","alpha: [ 3.         15.06156826]\n","beta: [ 3.         15.35746574]\n","delta: [ 3.         14.10676193]\n","3/3 [==============================] - 0s 3ms/step - loss: 16.4841 - mape: 16.4841\n","3/3 [==============================] - 0s 6ms/step - loss: 17.2320 - mape: 17.2320\n","3/3 [==============================] - 0s 5ms/step - loss: 17.5938 - mape: 17.5938\n","3/3 [==============================] - 0s 6ms/step - loss: 15.4300 - mape: 15.4300\n","3/3 [==============================] - 0s 5ms/step - loss: 16.4981 - mape: 16.4981\n","3/3 [==============================] - 0s 6ms/step - loss: 16.2814 - mape: 16.2814\n","3/3 [==============================] - 0s 3ms/step - loss: 16.2606 - mape: 16.2606\n","3/3 [==============================] - 0s 6ms/step - loss: 16.1601 - mape: 16.1601\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d15dcd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876e8790>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 23\n","alpha: [ 3.         14.67909241]\n","beta: [ 3.         15.35746574]\n","delta: [ 3.         14.10676193]\n","3/3 [==============================] - 0s 5ms/step - loss: 17.0569 - mape: 17.0569\n","3/3 [==============================] - 0s 5ms/step - loss: 15.6225 - mape: 15.6225\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0933 - mape: 16.0933\n","3/3 [==============================] - 0s 6ms/step - loss: 17.5539 - mape: 17.5539\n","3/3 [==============================] - 0s 4ms/step - loss: 16.4828 - mape: 16.4828\n","3/3 [==============================] - 0s 7ms/step - loss: 17.6734 - mape: 17.6734\n","3/3 [==============================] - 0s 5ms/step - loss: 14.8446 - mape: 14.8446\n","3/3 [==============================] - 0s 6ms/step - loss: 16.3600 - mape: 16.3600\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d15dcd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876e8790>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 24\n","alpha: [ 3.         14.10676193]\n","beta: [ 3.         15.35746574]\n","delta: [ 3.         15.06156826]\n","3/3 [==============================] - 0s 6ms/step - loss: 16.7046 - mape: 16.7046\n","3/3 [==============================] - 0s 6ms/step - loss: 15.7402 - mape: 15.7402\n","3/3 [==============================] - 0s 5ms/step - loss: 16.4968 - mape: 16.4968\n","3/3 [==============================] - 0s 7ms/step - loss: 15.0782 - mape: 15.0782\n","3/3 [==============================] - 0s 6ms/step - loss: 16.5184 - mape: 16.5184\n","3/3 [==============================] - 0s 7ms/step - loss: 14.4417 - mape: 14.4417\n","3/3 [==============================] - 0s 7ms/step - loss: 16.0270 - mape: 16.0270\n","3/3 [==============================] - 0s 4ms/step - loss: 16.0402 - mape: 16.0402\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5f9cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8778f350>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 25\n","alpha: [ 3.         14.44171333]\n","beta: [ 2.         15.07820034]\n","delta: [ 3.         14.67909241]\n","3/3 [==============================] - 0s 6ms/step - loss: 17.5520 - mape: 17.5520\n","3/3 [==============================] - 0s 6ms/step - loss: 16.9381 - mape: 16.9381\n","3/3 [==============================] - 0s 5ms/step - loss: 15.0178 - mape: 15.0178\n","3/3 [==============================] - 0s 5ms/step - loss: 16.9215 - mape: 16.9215\n","3/3 [==============================] - 0s 4ms/step - loss: 17.6598 - mape: 17.6598\n","3/3 [==============================] - 0s 6ms/step - loss: 19.0687 - mape: 19.0687\n","3/3 [==============================] - 0s 5ms/step - loss: 15.5727 - mape: 15.5727\n","3/3 [==============================] - 0s 4ms/step - loss: 17.4068 - mape: 17.4068\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8778f350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5f9cd0>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 26\n","alpha: [ 2.         15.07820034]\n","beta: [ 3.         14.10676193]\n","delta: [ 3.         14.67909241]\n","3/3 [==============================] - 0s 7ms/step - loss: 16.1188 - mape: 16.1188\n","3/3 [==============================] - 0s 6ms/step - loss: 15.9997 - mape: 15.9997\n","3/3 [==============================] - 0s 3ms/step - loss: 16.6339 - mape: 16.6339\n","3/3 [==============================] - 0s 5ms/step - loss: 17.2346 - mape: 17.2346\n","3/3 [==============================] - 0s 3ms/step - loss: 18.1670 - mape: 18.1670\n","3/3 [==============================] - 0s 6ms/step - loss: 15.6598 - mape: 15.6598\n","3/3 [==============================] - 0s 3ms/step - loss: 16.1616 - mape: 16.1616\n","3/3 [==============================] - 0s 5ms/step - loss: 14.7134 - mape: 14.7134\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8778f350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5f9cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 27\n","alpha: [ 3.         14.67909241]\n","beta: [ 3.         14.10676193]\n","delta: [ 3.         14.44171333]\n","3/3 [==============================] - 0s 6ms/step - loss: 14.7197 - mape: 14.7197\n","3/3 [==============================] - 0s 6ms/step - loss: 15.0261 - mape: 15.0261\n","3/3 [==============================] - 0s 3ms/step - loss: 14.9250 - mape: 14.9250\n","3/3 [==============================] - 0s 6ms/step - loss: 14.3721 - mape: 14.3721\n","3/3 [==============================] - 0s 6ms/step - loss: 14.8371 - mape: 14.8371\n","3/3 [==============================] - 0s 7ms/step - loss: 16.1720 - mape: 16.1720\n","3/3 [==============================] - 0s 7ms/step - loss: 15.4585 - mape: 15.4585\n","3/3 [==============================] - 0s 6ms/step - loss: 16.3510 - mape: 16.3510\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e5f9cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 28\n","alpha: [ 3.         14.10676193]\n","beta: [ 3.    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<GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 30\n","alpha: [ 3.         14.37207794]\n","beta: [ 3.         14.67909241]\n","delta: [ 3.         14.10676193]\n","3/3 [==============================] - 0s 6ms/step - loss: 15.4489 - mape: 15.4489\n","3/3 [==============================] - 0s 6ms/step - loss: 16.1412 - mape: 16.1412\n","3/3 [==============================] - 0s 6ms/step - loss: 16.5025 - mape: 16.5025\n","3/3 [==============================] - 0s 7ms/step - loss: 18.9314 - mape: 18.9314\n","3/3 [==============================] - 0s 7ms/step - loss: 16.3360 - mape: 16.3360\n","3/3 [==============================] - 0s 5ms/step - loss: 17.7549 - mape: 17.7549\n","3/3 [==============================] - 0s 6ms/step - loss: 16.3963 - mape: 16.3963\n","3/3 [==============================] - 0s 6ms/step - loss: 16.2413 - mape: 16.2413\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e5f9cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d107e10>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 31\n","alpha: [ 3.         14.10676193]\n","beta: [ 3.         14.67909241]\n","delta: [ 2.         15.07820034]\n","3/3 [==============================] - 0s 8ms/step - loss: 15.5852 - mape: 15.5852\n","3/3 [==============================] - 0s 7ms/step - loss: 16.2501 - mape: 16.2501\n","3/3 [==============================] - 0s 5ms/step - loss: 17.9072 - mape: 17.9072\n","3/3 [==============================] - 0s 5ms/step - loss: 15.3066 - mape: 15.3066\n","3/3 [==============================] - 0s 6ms/step - loss: 15.8032 - mape: 15.8032\n","3/3 [==============================] - 0s 7ms/step - loss: 15.7896 - mape: 15.7896\n","3/3 [==============================] - 0s 7ms/step - loss: 14.8404 - mape: 14.8404\n","3/3 [==============================] - 0s 6ms/step - loss: 15.2110 - mape: 15.2110\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e5f9cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d107e10>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 32\n","alpha: [ 3.         14.37207794]\n","beta: [ 3.         14.67909241]\n","delta: [ 3.         14.10676193]\n","3/3 [==============================] - 0s 8ms/step - loss: 19.3714 - mape: 19.3714\n","3/3 [==============================] - 0s 7ms/step - loss: 17.8699 - mape: 17.8699\n","3/3 [==============================] - 0s 7ms/step - loss: 16.2461 - mape: 16.2461\n","3/3 [==============================] - 0s 8ms/step - loss: 14.1399 - mape: 14.1399\n","3/3 [==============================] - 0s 5ms/step - loss: 16.9312 - mape: 16.9312\n","3/3 [==============================] - 0s 4ms/step - loss: 14.2201 - mape: 14.2201\n","3/3 [==============================] - 0s 3ms/step - loss: 15.2432 - mape: 15.2432\n","3/3 [==============================] - 0s 7ms/step - loss: 16.9815 - mape: 16.9815\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e5f9cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d107e10>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 33\n","alpha: [ 3.         14.10676193]\n","beta: [ 2.         15.07820034]\n","delta: [ 3.         14.37207794]\n","3/3 [==============================] - 0s 6ms/step - loss: 15.3449 - mape: 15.3449\n","3/3 [==============================] - 0s 5ms/step - loss: 17.1389 - mape: 17.1389\n","3/3 [==============================] - 0s 6ms/step - loss: 15.9090 - mape: 15.9090\n","3/3 [==============================] - 0s 4ms/step - loss: 17.3896 - mape: 17.3896\n","3/3 [==============================] - 0s 5ms/step - loss: 15.4255 - mape: 15.4255\n","3/3 [==============================] - 0s 6ms/step - loss: 14.4914 - mape: 14.4914\n","3/3 [==============================] - 0s 6ms/step - loss: 15.8644 - mape: 15.8644\n","3/3 [==============================] - 0s 3ms/step - loss: 16.6816 - mape: 16.6816\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5f9cd0>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 34\n","alpha: [ 2.         15.07820034]\n","beta: [ 3.         14.67909241]\n","delta: [ 3.         14.10676193]\n","3/3 [==============================] - 0s 6ms/step - loss: 14.8981 - mape: 14.8981\n","3/3 [==============================] - 0s 3ms/step - loss: 15.2266 - mape: 15.2266\n","3/3 [==============================] - 0s 6ms/step - loss: 15.7634 - mape: 15.7634\n","3/3 [==============================] - 0s 6ms/step - loss: 14.9818 - mape: 14.9818\n","3/3 [==============================] - 0s 6ms/step - loss: 15.5680 - mape: 15.5680\n","3/3 [==============================] - 0s 7ms/step - loss: 16.4651 - mape: 16.4651\n","3/3 [==============================] - 0s 7ms/step - loss: 17.1849 - mape: 17.1849\n","3/3 [==============================] - 0s 7ms/step - loss: 15.9571 - mape: 15.9571\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5f9cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d107e10>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 35\n","alpha: [ 3.         14.10676193]\n","beta: [ 3.         14.67909241]\n","delta: [ 2.         15.07820034]\n","3/3 [==============================] - 0s 3ms/step - loss: 14.9358 - mape: 14.9358\n","3/3 [==============================] - 0s 7ms/step - loss: 15.6618 - mape: 15.6618\n","3/3 [==============================] - 0s 7ms/step - loss: 15.1244 - mape: 15.1244\n","3/3 [==============================] - 0s 4ms/step - loss: 17.2342 - mape: 17.2342\n","3/3 [==============================] - 0s 4ms/step - loss: 16.7712 - mape: 16.7712\n","3/3 [==============================] - 0s 7ms/step - loss: 14.6945 - mape: 14.6945\n","3/3 [==============================] - 0s 7ms/step - loss: 14.8115 - mape: 14.8115\n","3/3 [==============================] - 0s 7ms/step - loss: 15.3790 - mape: 15.3790\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8dba10>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 36\n","alpha: [ 3.         14.37207794]\n","beta: [ 3.         14.10676193]\n","delta: [ 2.         14.81150341]\n","3/3 [==============================] - 0s 6ms/step - loss: 16.0669 - mape: 16.0669\n","3/3 [==============================] - 0s 4ms/step - loss: 16.9024 - mape: 16.9024\n","3/3 [==============================] - 0s 7ms/step - loss: 14.9599 - mape: 14.9599\n","3/3 [==============================] - 0s 6ms/step - loss: 15.2571 - mape: 15.2571\n","3/3 [==============================] - 0s 7ms/step - loss: 17.4076 - mape: 17.4076\n","3/3 [==============================] - 0s 6ms/step - loss: 18.1792 - mape: 18.1792\n","3/3 [==============================] - 0s 6ms/step - loss: 17.7781 - mape: 17.7781\n","3/3 [==============================] - 0s 6ms/step - loss: 15.4356 - mape: 15.4356\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d107e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8dba10>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 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<GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d107e10>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 38\n","alpha: [ 3.         14.37207794]\n","beta: [ 3.         14.10676193]\n","delta: [ 3.         14.67909241]\n","3/3 [==============================] - 0s 7ms/step - loss: 14.6264 - mape: 14.6264\n","3/3 [==============================] - 0s 9ms/step - loss: 16.8130 - mape: 16.8130\n","3/3 [==============================] - 0s 5ms/step - loss: 17.8638 - mape: 17.8638\n","3/3 [==============================] - 0s 4ms/step - loss: 16.0088 - mape: 16.0088\n","3/3 [==============================] - 0s 7ms/step - loss: 17.1810 - mape: 17.1810\n","3/3 [==============================] - 0s 3ms/step - loss: 16.6257 - mape: 16.6257\n","3/3 [==============================] - 0s 4ms/step - loss: 16.8996 - mape: 16.8996\n","3/3 [==============================] - 0s 7ms/step - loss: 14.8454 - mape: 14.8454\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e8dba10>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d31690>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 39\n","alpha: [ 2.         14.81150341]\n","beta: [ 3.         14.37207794]\n","delta: [ 3.         14.10676193]\n","3/3 [==============================] - 0s 7ms/step - loss: 16.6680 - mape: 16.6680\n","3/3 [==============================] - 0s 5ms/step - loss: 19.6874 - mape: 19.6874\n","3/3 [==============================] - 0s 7ms/step - loss: 14.3866 - mape: 14.3866\n","3/3 [==============================] - 0s 7ms/step - loss: 15.7456 - mape: 15.7456\n","3/3 [==============================] - 0s 6ms/step - loss: 15.1919 - mape: 15.1919\n","3/3 [==============================] - 0s 3ms/step - loss: 18.6668 - mape: 18.6668\n","3/3 [==============================] - 0s 6ms/step - loss: 16.0059 - mape: 16.0059\n","3/3 [==============================] - 0s 5ms/step - loss: 17.4947 - mape: 17.4947\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d31690>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8dba10>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 40\n","alpha: [ 2.         14.81150341]\n","beta: [ 3.         14.62643909]\n","delta: [ 3.         14.10676193]\n","3/3 [==============================] - 0s 4ms/step - loss: 16.2645 - mape: 16.2645\n","3/3 [==============================] - 0s 6ms/step - loss: 16.6245 - mape: 16.6245\n","3/3 [==============================] - 0s 9ms/step - loss: 17.1958 - mape: 17.1958\n","3/3 [==============================] - 0s 4ms/step - loss: 16.5958 - mape: 16.5958\n","3/3 [==============================] - 0s 7ms/step - loss: 16.0208 - mape: 16.0208\n","3/3 [==============================] - 0s 6ms/step - loss: 18.1213 - mape: 18.1213\n","3/3 [==============================] - 0s 6ms/step - loss: 16.8789 - mape: 16.8789\n","3/3 [==============================] - 0s 6ms/step - loss: 17.5930 - mape: 17.5930\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8dba10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d31690>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 41\n","alpha: [ 3.         14.37207794]\n","beta: [ 3.         14.62643909]\n","delta: [ 2.         14.81150341]\n","3/3 [==============================] - 0s 7ms/step - loss: 14.8458 - mape: 14.8458\n","3/3 [==============================] - 0s 4ms/step - loss: 15.0683 - mape: 15.0683\n","3/3 [==============================] - 0s 4ms/step - loss: 15.9021 - mape: 15.9021\n","3/3 [==============================] - 0s 6ms/step - loss: 16.0393 - mape: 16.0393\n","3/3 [==============================] - 0s 5ms/step - loss: 17.3965 - mape: 17.3965\n","3/3 [==============================] - 0s 5ms/step - loss: 15.4619 - mape: 15.4619\n","3/3 [==============================] - 0s 4ms/step - loss: 16.5263 - mape: 16.5263\n","3/3 [==============================] - 0s 3ms/step - loss: 14.2871 - mape: 14.2871\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8dba10>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d31690>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 42\n","alpha: [ 3.         14.37207794]\n","beta: [ 3.         14.10676193]\n","delta: [ 2.         14.81150341]\n","3/3 [==============================] - 0s 4ms/step - loss: 15.1754 - mape: 15.1754\n","3/3 [==============================] - 0s 4ms/step - loss: 16.0700 - mape: 16.0700\n","3/3 [==============================] - 0s 8ms/step - loss: 17.1467 - mape: 17.1467\n","3/3 [==============================] - 0s 8ms/step - loss: 16.8043 - mape: 16.8043\n","3/3 [==============================] - 0s 4ms/step - loss: 17.2301 - mape: 17.2301\n","3/3 [==============================] - 0s 5ms/step - loss: 17.5496 - mape: 17.5496\n","3/3 [==============================] - 0s 5ms/step - loss: 14.7510 - mape: 14.7510\n","3/3 [==============================] - 0s 5ms/step - loss: 15.5789 - mape: 15.5789\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e8dba10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d31690>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 43\n","alpha: [ 2.         14.81150341]\n","beta: [ 3.         14.37207794]\n","delta: [ 3.         14.62643909]\n","3/3 [==============================] - 0s 3ms/step - loss: 15.5631 - mape: 15.5631\n","3/3 [==============================] - 0s 3ms/step - loss: 16.4737 - mape: 16.4737\n","3/3 [==============================] - 0s 4ms/step - loss: 16.1640 - mape: 16.1640\n","3/3 [==============================] - 0s 5ms/step - loss: 15.8252 - mape: 15.8252\n","3/3 [==============================] - 0s 5ms/step - loss: 17.0532 - mape: 17.0532\n","3/3 [==============================] - 0s 4ms/step - loss: 17.6117 - mape: 17.6117\n","3/3 [==============================] - 0s 5ms/step - loss: 17.6946 - mape: 17.6946\n","3/3 [==============================] - 0s 5ms/step - loss: 16.5196 - mape: 16.5196\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84d31690>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c5d150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8dba10>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 44\n","alpha: [ 3.         14.62643909]\n","beta: [ 3.         14.37207794]\n","delta: [ 3.         14.10676193]\n","3/3 [==============================] - 0s 4ms/step - loss: 16.8541 - mape: 16.8541\n","3/3 [==============================] - 0s 7ms/step - loss: 15.4998 - mape: 15.4998\n","3/3 [==============================] - 0s 4ms/step - loss: 15.6248 - mape: 15.6248\n","3/3 [==============================] - 0s 4ms/step - loss: 17.0226 - mape: 17.0226\n","3/3 [==============================] - 0s 7ms/step - loss: 13.7571 - mape: 13.7571\n","3/3 [==============================] - 0s 8ms/step - loss: 15.9540 - mape: 15.9540\n","3/3 [==============================] - 0s 8ms/step - loss: 14.0970 - mape: 14.0970\n","3/3 [==============================] - 0s 4ms/step - loss: 16.4925 - mape: 16.4925\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e8dba10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d31690>\n"," <GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 45\n","alpha: [ 2.         14.81150341]\n","beta: [ 3.         13.75711441]\n","delta: [ 3.         14.37207794]\n","3/3 [==============================] - 0s 7ms/step - loss: 16.0148 - mape: 16.0148\n","3/3 [==============================] - 0s 6ms/step - loss: 16.9713 - mape: 16.9713\n","3/3 [==============================] - 0s 3ms/step - loss: 14.8100 - mape: 14.8100\n","3/3 [==============================] - 0s 7ms/step - loss: 14.1948 - mape: 14.1948\n","3/3 [==============================] - 0s 7ms/step - loss: 14.6949 - mape: 14.6949\n","3/3 [==============================] - 0s 6ms/step - loss: 17.7786 - mape: 17.7786\n","3/3 [==============================] - 0s 7ms/step - loss: 16.2960 - mape: 16.2960\n","3/3 [==============================] - 0s 4ms/step - loss: 16.7359 - mape: 16.7359\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882a7fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c84be59d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84be5910>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 46\n","alpha: [ 3.        14.1948452]\n","beta: [ 2.         14.69492245]\n","delta: [ 3.         14.37207794]\n","3/3 [==============================] - 0s 5ms/step - loss: 14.2800 - mape: 14.2800\n","3/3 [==============================] - 0s 9ms/step - loss: 14.6943 - mape: 14.6943\n","3/3 [==============================] - 0s 7ms/step - loss: 17.4900 - mape: 17.4900\n","3/3 [==============================] - 0s 6ms/step - loss: 16.6514 - mape: 16.6514\n","3/3 [==============================] - 0s 4ms/step - loss: 17.8666 - mape: 17.8666\n","3/3 [==============================] - 0s 5ms/step - loss: 15.4058 - mape: 15.4058\n","3/3 [==============================] - 0s 7ms/step - loss: 16.3514 - mape: 16.3514\n","3/3 [==============================] - 0s 8ms/step - loss: 16.8978 - mape: 16.8978\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c84be59d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84be5910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8a2e90>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 47\n","alpha: [ 2.         14.69492245]\n","beta: [ 3.        14.1948452]\n","delta: [ 3.         14.27996159]\n","3/3 [==============================] - 0s 5ms/step - loss: 15.7554 - mape: 15.7554\n","3/3 [==============================] - 0s 5ms/step - loss: 14.4724 - mape: 14.4724\n","3/3 [==============================] - 0s 3ms/step - loss: 14.9038 - mape: 14.9038\n","3/3 [==============================] - 0s 9ms/step - loss: 18.3611 - mape: 18.3611\n","3/3 [==============================] - 0s 7ms/step - loss: 15.5058 - mape: 15.5058\n","3/3 [==============================] - 0s 8ms/step - loss: 17.2538 - mape: 17.2538\n","3/3 [==============================] - 0s 7ms/step - loss: 17.3788 - mape: 17.3788\n","3/3 [==============================] - 0s 6ms/step - loss: 15.3071 - mape: 15.3071\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8a2e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84be5910>\n"," <GreyWolf.GreyWolf object at 0x7f3c84be59d0>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 48\n","alpha: [ 2.         14.69492245]\n","beta: [ 3.         13.75711441]\n","delta: [ 3.         14.27996159]\n","3/3 [==============================] - 0s 8ms/step - loss: 15.1724 - mape: 15.1724\n","3/3 [==============================] - 0s 9ms/step - loss: 15.5199 - mape: 15.5199\n","3/3 [==============================] - 0s 5ms/step - loss: 16.1642 - mape: 16.1642\n","3/3 [==============================] - 0s 6ms/step - loss: 15.4473 - mape: 15.4473\n","3/3 [==============================] - 0s 5ms/step - loss: 14.5932 - mape: 14.5932\n","3/3 [==============================] - 0s 5ms/step - loss: 14.7403 - mape: 14.7403\n","3/3 [==============================] - 0s 4ms/step - loss: 15.4154 - mape: 15.4154\n","3/3 [==============================] - 0s 5ms/step - loss: 15.3556 - mape: 15.3556\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e8a2e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84be59d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea7bbd0>]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 49\n","alpha: [ 3.         13.75711441]\n","beta: [ 2.         14.59316063]\n","delta: [ 3.        14.1948452]\n","3/3 [==============================] - 0s 7ms/step - loss: 17.4315 - mape: 17.4315\n","3/3 [==============================] - 0s 3ms/step - loss: 17.0953 - mape: 17.0953\n","3/3 [==============================] - 0s 12ms/step - loss: 16.2442 - mape: 16.2442\n","3/3 [==============================] - 0s 7ms/step - loss: 17.5584 - mape: 17.5584\n","3/3 [==============================] - 0s 7ms/step - loss: 15.2540 - mape: 15.2540\n","3/3 [==============================] - 0s 5ms/step - loss: 17.6213 - mape: 17.6213\n","3/3 [==============================] - 0s 4ms/step - loss: 15.9743 - mape: 15.9743\n","3/3 [==============================] - 0s 6ms/step - loss: 15.6564 - mape: 15.6564\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e8a2e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84be59d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea7bbd0>]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 50\n","alpha: [ 3.         13.75711441]\n","beta: [ 2.         14.59316063]\n","delta: [ 3.         14.27996159]\n","3/3 [==============================] - 0s 8ms/step - loss: 14.6681 - mape: 14.6681\n","3/3 [==============================] - 0s 8ms/step - loss: 16.2236 - mape: 16.2236\n","3/3 [==============================] - 0s 8ms/step - loss: 16.4401 - mape: 16.4401\n","3/3 [==============================] - 0s 4ms/step - loss: 17.8666 - mape: 17.8666\n","3/3 [==============================] - 0s 9ms/step - loss: 16.3098 - mape: 16.3098\n","3/3 [==============================] - 0s 8ms/step - loss: 16.8471 - mape: 16.8471\n","3/3 [==============================] - 0s 8ms/step - loss: 16.1772 - mape: 16.1772\n","3/3 [==============================] - 0s 5ms/step - loss: 17.6505 - mape: 17.6505\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e8a2e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84be59d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea7bbd0>]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 51\n","alpha: [ 3.         13.75711441]\n","beta: [ 2.         14.59316063]\n","delta: [ 3.        14.1948452]\n","3/3 [==============================] - 0s 4ms/step - loss: 15.0194 - mape: 15.0194\n","3/3 [==============================] - 0s 3ms/step - loss: 16.3092 - mape: 16.3092\n","3/3 [==============================] - 0s 3ms/step - loss: 16.8043 - mape: 16.8043\n","3/3 [==============================] - 0s 8ms/step - loss: 17.6576 - mape: 17.6576\n","3/3 [==============================] - 0s 8ms/step - loss: 17.3221 - mape: 17.3221\n","3/3 [==============================] - 0s 9ms/step - loss: 15.9104 - mape: 15.9104\n","3/3 [==============================] - 0s 7ms/step - loss: 17.7963 - mape: 17.7963\n","3/3 [==============================] - 0s 8ms/step - loss: 18.3605 - mape: 18.3605\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e8a2e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84be59d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea7bbd0>]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 52\n","alpha: [ 2.         14.59316063]\n","beta: [ 3.         13.75711441]\n","delta: [ 3.        14.1948452]\n","3/3 [==============================] - 0s 4ms/step - loss: 17.4732 - mape: 17.4732\n","3/3 [==============================] - 0s 5ms/step - loss: 17.7484 - mape: 17.7484\n","3/3 [==============================] - 0s 8ms/step - loss: 19.2633 - mape: 19.2633\n","3/3 [==============================] - 0s 6ms/step - loss: 16.2226 - mape: 16.2226\n","3/3 [==============================] - 0s 8ms/step - loss: 15.2258 - mape: 15.2258\n","3/3 [==============================] - 0s 4ms/step - loss: 16.5427 - mape: 16.5427\n","3/3 [==============================] - 0s 8ms/step - loss: 14.1933 - mape: 14.1933\n","3/3 [==============================] - 0s 12ms/step - loss: 15.9705 - mape: 15.9705\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84be59d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea7bbd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e615190>]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 53\n","alpha: [ 2.         14.59316063]\n","beta: [ 3.         13.75711441]\n","delta: [ 3.        14.1948452]\n","3/3 [==============================] - 0s 3ms/step - loss: 21.6882 - mape: 21.6882\n","3/3 [==============================] - 0s 3ms/step - loss: 18.8386 - mape: 18.8386\n","3/3 [==============================] - 0s 6ms/step - loss: 16.9105 - mape: 16.9105\n","3/3 [==============================] - 0s 8ms/step - loss: 15.4456 - mape: 15.4456\n","3/3 [==============================] - 0s 9ms/step - loss: 15.3013 - mape: 15.3013\n","3/3 [==============================] - 0s 3ms/step - loss: 15.2137 - mape: 15.2137\n","3/3 [==============================] - 0s 7ms/step - loss: 15.3924 - mape: 15.3924\n","3/3 [==============================] - 0s 4ms/step - loss: 17.0910 - mape: 17.0910\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84be59d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e615190>\n"," <GreyWolf.GreyWolf object at 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1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84be59d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e615190>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea7bbd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a7310>]\n","[1. 1. 2.]\n","[1. 2.]\n","\n","Iteration: 55\n","alpha: [ 2.         14.59316063]\n","beta: [ 2.         16.29857063]\n","delta: [ 3.         13.75711441]\n","3/3 [==============================] - 0s 4ms/step - loss: 14.4798 - mape: 14.4798\n","3/3 [==============================] - 0s 8ms/step - loss: 16.0477 - mape: 16.0477\n","3/3 [==============================] - 0s 8ms/step - loss: 17.7919 - mape: 17.7919\n","3/3 [==============================] - 0s 5ms/step - loss: 16.6246 - mape: 16.6246\n","3/3 [==============================] - 0s 4ms/step - loss: 14.4258 - mape: 14.4258\n","3/3 [==============================] - 0s 3ms/step - loss: 16.0823 - mape: 16.0823\n","3/3 [==============================] - 0s 5ms/step - loss: 16.8949 - mape: 16.8949\n","3/3 [==============================] - 0s 6ms/step - loss: 16.7840 - mape: 16.7840\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84be59d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e615190>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a7310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d2bb6d0>]\n","[1. 1. 2.]\n","[1. 2.]\n","\n","Iteration: 56\n","alpha: [ 2.         14.42578983]\n","beta: [ 2.         16.29857063]\n","delta: [ 3.         13.75711441]\n","3/3 [==============================] - 0s 11ms/step - loss: 16.1092 - mape: 16.1092\n","3/3 [==============================] - 0s 6ms/step - loss: 14.8360 - mape: 14.8360\n","3/3 [==============================] - 0s 5ms/step - loss: 17.2142 - mape: 17.2142\n","3/3 [==============================] - 0s 7ms/step - loss: 15.9097 - mape: 15.9097\n","3/3 [==============================] - 0s 7ms/step - loss: 16.4834 - mape: 16.4834\n","3/3 [==============================] - 0s 3ms/step - loss: 15.8457 - mape: 15.8457\n","3/3 [==============================] - 0s 4ms/step - loss: 14.2680 - mape: 14.2680\n","3/3 [==============================] - 0s 7ms/step - loss: 14.8964 - mape: 14.8964\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84be59d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e615190>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a7310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>]\n","[1. 1. 2.]\n","[1. 2.]\n","\n","Iteration: 57\n","alpha: [ 2.         16.29857063]\n","beta: [ 3.         13.75711441]\n","delta: [ 2.         14.26797581]\n","3/3 [==============================] - 0s 5ms/step - loss: 17.1895 - mape: 17.1895\n","3/3 [==============================] - 0s 3ms/step - loss: 16.3301 - mape: 16.3301\n","3/3 [==============================] - 0s 8ms/step - loss: 16.5546 - mape: 16.5546\n","3/3 [==============================] - 0s 4ms/step - loss: 15.9147 - mape: 15.9147\n","3/3 [==============================] - 0s 6ms/step - loss: 16.3170 - mape: 16.3170\n","3/3 [==============================] - 0s 3ms/step - loss: 15.7626 - mape: 15.7626\n","3/3 [==============================] - 0s 4ms/step - loss: 14.0873 - mape: 14.0873\n","3/3 [==============================] - 0s 8ms/step - loss: 15.8730 - mape: 15.8730\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e615190>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c876a7310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 58\n","alpha: [ 3.         14.19325829]\n","beta: [ 2.         14.26797581]\n","delta: [ 2.         16.29857063]\n","3/3 [==============================] - 0s 4ms/step - loss: 15.2801 - mape: 15.2801\n","3/3 [==============================] - 0s 8ms/step - loss: 14.7286 - mape: 14.7286\n","3/3 [==============================] - 0s 8ms/step - loss: 16.4647 - mape: 16.4647\n","3/3 [==============================] - 0s 7ms/step - loss: 16.2062 - mape: 16.2062\n","3/3 [==============================] - 0s 5ms/step - loss: 15.8482 - mape: 15.8482\n","3/3 [==============================] - 0s 8ms/step - loss: 15.6113 - mape: 15.6113\n","3/3 [==============================] - 0s 8ms/step - loss: 15.4470 - mape: 15.4470\n","3/3 [==============================] - 0s 9ms/step - loss: 16.7698 - mape: 16.7698\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e615190>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e98bc10>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 59\n","alpha: [ 2.         14.72861195]\n","beta: [ 3.         14.19325829]\n","delta: [ 3.         13.75711441]\n","3/3 [==============================] - 0s 3ms/step - loss: 15.6053 - mape: 15.6053\n","3/3 [==============================] - 0s 5ms/step - loss: 15.8695 - mape: 15.8695\n","3/3 [==============================] - 0s 9ms/step - loss: 16.9008 - mape: 16.9008\n","3/3 [==============================] - 0s 5ms/step - loss: 17.3080 - mape: 17.3080\n","3/3 [==============================] - 0s 4ms/step - loss: 17.1918 - mape: 17.1918\n","3/3 [==============================] - 0s 8ms/step - loss: 15.5127 - mape: 15.5127\n","3/3 [==============================] - 0s 7ms/step - loss: 15.9080 - mape: 15.9080\n","3/3 [==============================] - 0s 7ms/step - loss: 16.5726 - mape: 16.5726\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive 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15.8740 - mape: 15.8740\n","3/3 [==============================] - 0s 11ms/step - loss: 14.5489 - mape: 14.5489\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e98bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e615190>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 61\n","alpha: [ 3.         14.19325829]\n","beta: [ 2.         14.72861195]\n","delta: [ 3.         13.75711441]\n","3/3 [==============================] - 0s 11ms/step - loss: 16.0595 - mape: 16.0595\n","3/3 [==============================] - 0s 4ms/step - loss: 15.4128 - mape: 15.4128\n","3/3 [==============================] - 0s 9ms/step - loss: 17.3157 - mape: 17.3157\n","3/3 [==============================] - 0s 5ms/step - loss: 16.8448 - mape: 16.8448\n","3/3 [==============================] - 0s 7ms/step - loss: 17.3280 - mape: 17.3280\n","3/3 [==============================] - 0s 3ms/step - loss: 17.2410 - mape: 17.2410\n","3/3 [==============================] - 0s 5ms/step - loss: 15.9505 - mape: 15.9505\n","3/3 [==============================] - 0s 6ms/step - loss: 18.4632 - mape: 18.4632\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e615190>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e98bc10>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 62\n","alpha: [ 3.         14.19325829]\n","beta: [ 3.         13.75711441]\n","delta: [ 2.         14.72861195]\n","3/3 [==============================] - 0s 7ms/step - loss: 16.4451 - mape: 16.4451\n","3/3 [==============================] - 0s 3ms/step - loss: 17.8334 - mape: 17.8334\n","3/3 [==============================] - 0s 4ms/step - loss: 16.1589 - mape: 16.1589\n","3/3 [==============================] - 0s 4ms/step - loss: 14.3213 - mape: 14.3213\n","3/3 [==============================] - 0s 6ms/step - loss: 13.8399 - mape: 13.8399\n","3/3 [==============================] - 0s 6ms/step - loss: 14.8286 - mape: 14.8286\n","3/3 [==============================] - 0s 3ms/step - loss: 15.9773 - mape: 15.9773\n","3/3 [==============================] - 0s 5ms/step - loss: 16.2438 - mape: 16.2438\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e98bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 63\n","alpha: [ 2.         14.72861195]\n","beta: [ 3.         13.83990383]\n","delta: [ 2.         14.08726406]\n","3/3 [==============================] - 0s 5ms/step - loss: 14.8187 - mape: 14.8187\n","3/3 [==============================] - 0s 6ms/step - loss: 15.1350 - mape: 15.1350\n","3/3 [==============================] - 0s 5ms/step - loss: 14.5800 - mape: 14.5800\n","3/3 [==============================] - 0s 5ms/step - loss: 16.6552 - mape: 16.6552\n","3/3 [==============================] - 0s 6ms/step - loss: 15.1774 - mape: 15.1774\n","3/3 [==============================] - 0s 9ms/step - loss: 14.8385 - mape: 14.8385\n","3/3 [==============================] - 0s 5ms/step - loss: 16.4770 - mape: 16.4770\n","3/3 [==============================] - 0s 4ms/step - loss: 16.9916 - mape: 16.9916\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e98bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 64\n","alpha: [ 3.         13.83990383]\n","beta: [ 3.         13.75711441]\n","delta: [ 2.         14.08726406]\n","3/3 [==============================] - 0s 8ms/step - loss: 15.0959 - mape: 15.0959\n","3/3 [==============================] - 0s 9ms/step - loss: 16.8143 - mape: 16.8143\n","3/3 [==============================] - 0s 6ms/step - loss: 14.6430 - mape: 14.6430\n","3/3 [==============================] - 0s 8ms/step - loss: 15.7654 - mape: 15.7654\n","3/3 [==============================] - 0s 5ms/step - loss: 17.4312 - mape: 17.4312\n","3/3 [==============================] - 0s 4ms/step - loss: 16.9770 - mape: 16.9770\n","3/3 [==============================] - 0s 3ms/step - loss: 15.1175 - mape: 15.1175\n","3/3 [==============================] - 0s 6ms/step - loss: 16.6415 - mape: 16.6415\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive 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14.6836 - mape: 14.6836\n","3/3 [==============================] - 0s 3ms/step - loss: 19.9648 - mape: 19.9648\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e98bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 66\n","alpha: [ 3.         13.83990383]\n","beta: [ 2.         14.26797581]\n","delta: [ 3.         13.75711441]\n","3/3 [==============================] - 0s 9ms/step - loss: 15.4593 - mape: 15.4593\n","3/3 [==============================] - 0s 6ms/step - loss: 16.9855 - mape: 16.9855\n","3/3 [==============================] - 0s 5ms/step - loss: 15.6558 - mape: 15.6558\n","3/3 [==============================] - 0s 3ms/step - loss: 15.6481 - mape: 15.6481\n","3/3 [==============================] - 0s 6ms/step - loss: 14.2135 - mape: 14.2135\n","3/3 [==============================] - 0s 9ms/step - loss: 15.0723 - mape: 15.0723\n","3/3 [==============================] - 0s 9ms/step - loss: 16.1792 - mape: 16.1792\n","3/3 [==============================] - 0s 5ms/step - loss: 14.5066 - mape: 14.5066\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e98bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 67\n","alpha: [ 2.         14.26797581]\n","beta: [ 2.         14.08726406]\n","delta: [ 3.         13.75711441]\n","3/3 [==============================] - 0s 7ms/step - loss: 16.0847 - mape: 16.0847\n","3/3 [==============================] - 0s 7ms/step - loss: 15.4361 - mape: 15.4361\n","3/3 [==============================] - 0s 10ms/step - loss: 15.3138 - mape: 15.3138\n","3/3 [==============================] - 0s 10ms/step - loss: 16.7626 - mape: 16.7626\n","3/3 [==============================] - 0s 7ms/step - loss: 14.2779 - mape: 14.2779\n","3/3 [==============================] - 0s 4ms/step - loss: 15.5955 - mape: 15.5955\n","3/3 [==============================] - 0s 4ms/step - loss: 15.8356 - mape: 15.8356\n","3/3 [==============================] - 0s 4ms/step - loss: 16.4152 - mape: 16.4152\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5f9fd0>]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 68\n","alpha: [ 2.         14.08726406]\n","beta: [ 3.         13.75711441]\n","delta: [ 3.         13.83990383]\n","3/3 [==============================] - 0s 14ms/step - loss: 14.5851 - mape: 14.5851\n","3/3 [==============================] - 0s 10ms/step - loss: 14.4408 - mape: 14.4408\n","3/3 [==============================] - 0s 7ms/step - loss: 16.4838 - mape: 16.4838\n","3/3 [==============================] - 0s 8ms/step - loss: 16.0234 - mape: 16.0234\n","3/3 [==============================] - 0s 7ms/step - loss: 17.8268 - mape: 17.8268\n","3/3 [==============================] - 0s 6ms/step - loss: 15.9601 - mape: 15.9601\n","3/3 [==============================] - 0s 4ms/step - loss: 15.4689 - mape: 15.4689\n","3/3 [==============================] - 0s 4ms/step - loss: 14.7352 - mape: 14.7352\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5f9fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 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<GreyWolf.GreyWolf object at 0x7f3c8e5f9fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 70\n","alpha: [ 2.         14.26797581]\n","beta: [ 3.         13.75711441]\n","delta: [ 2.         14.08726406]\n","3/3 [==============================] - 0s 7ms/step - loss: 17.0554 - mape: 17.0554\n","3/3 [==============================] - 0s 7ms/step - loss: 18.1194 - mape: 18.1194\n","3/3 [==============================] - 0s 6ms/step - loss: 14.5492 - mape: 14.5492\n","3/3 [==============================] - 0s 14ms/step - loss: 16.1602 - mape: 16.1602\n","3/3 [==============================] - 0s 13ms/step - loss: 15.1462 - mape: 15.1462\n","3/3 [==============================] - 0s 5ms/step - loss: 15.3281 - mape: 15.3281\n","3/3 [==============================] - 0s 9ms/step - loss: 17.4549 - mape: 17.4549\n","3/3 [==============================] - 0s 6ms/step - loss: 15.1996 - mape: 15.1996\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e5f9fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>]\n","[1. 2. 1.]\n","[1. 2.]\n","\n","Iteration: 71\n","alpha: [ 3.         13.75711441]\n","beta: [ 3.         13.83990383]\n","delta: [ 2.         14.08726406]\n","3/3 [==============================] - 0s 10ms/step - loss: 18.1214 - mape: 18.1214\n","3/3 [==============================] - 0s 8ms/step - loss: 15.2370 - mape: 15.2370\n","3/3 [==============================] - 0s 7ms/step - loss: 16.7530 - mape: 16.7530\n","3/3 [==============================] - 0s 6ms/step - loss: 16.1357 - mape: 16.1357\n","3/3 [==============================] - 0s 9ms/step - loss: 19.0498 - mape: 19.0498\n","3/3 [==============================] - 0s 10ms/step - loss: 15.8003 - mape: 15.8003\n","3/3 [==============================] - 0s 5ms/step - loss: 15.9084 - mape: 15.9084\n","3/3 [==============================] - 0s 11ms/step - loss: 15.8824 - mape: 15.8824\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e5f9fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[1. 2. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 72\n","alpha: [ 3.         13.83990383]\n","beta: [ 2.         14.26797581]\n","delta: [ 3.         13.75711441]\n","3/3 [==============================] - 0s 7ms/step - loss: 16.0977 - mape: 16.0977\n","3/3 [==============================] - 0s 6ms/step - loss: 17.5613 - mape: 17.5613\n","3/3 [==============================] - 0s 16ms/step - loss: 15.9951 - mape: 15.9951\n","3/3 [==============================] - 0s 7ms/step - loss: 15.9121 - mape: 15.9121\n","3/3 [==============================] - 0s 7ms/step - loss: 16.1565 - mape: 16.1565\n","3/3 [==============================] - 0s 7ms/step - loss: 15.0378 - mape: 15.0378\n","3/3 [==============================] - 0s 4ms/step - loss: 15.5350 - mape: 15.5350\n","3/3 [==============================] - 0s 9ms/step - loss: 14.8840 - mape: 14.8840\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e5f9fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>]\n","[1. 2. 1.]\n","[1. 2.]\n","\n","Iteration: 73\n","alpha: [ 3.         13.75711441]\n","beta: [ 3.         13.83990383]\n","delta: [ 2.         14.08726406]\n","3/3 [==============================] - 0s 6ms/step - loss: 16.3684 - mape: 16.3684\n","3/3 [==============================] - 0s 8ms/step - loss: 16.4482 - mape: 16.4482\n","3/3 [==============================] - 0s 4ms/step - loss: 16.1970 - mape: 16.1970\n","3/3 [==============================] - 0s 10ms/step - loss: 14.9575 - mape: 14.9575\n","3/3 [==============================] - 0s 9ms/step - loss: 15.4500 - mape: 15.4500\n","3/3 [==============================] - 0s 9ms/step - loss: 13.8228 - mape: 13.8228\n","3/3 [==============================] - 0s 3ms/step - loss: 16.5417 - mape: 16.5417\n","3/3 [==============================] - 0s 5ms/step - loss: 15.1983 - mape: 15.1983\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 74\n","alpha: [ 2.      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1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8826a650>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 76\n","alpha: [ 3.         13.83990383]\n","beta: [ 2.         14.08726406]\n","delta: [ 2.         14.26797581]\n","3/3 [==============================] - 0s 6ms/step - loss: 16.3417 - mape: 16.3417\n","3/3 [==============================] - 0s 7ms/step - loss: 13.6560 - mape: 13.6560\n","3/3 [==============================] - 0s 6ms/step - loss: 17.9669 - mape: 17.9669\n","3/3 [==============================] - 0s 6ms/step - loss: 15.5823 - mape: 15.5823\n","3/3 [==============================] - 0s 5ms/step - loss: 15.6401 - mape: 15.6401\n","3/3 [==============================] - 0s 7ms/step - loss: 15.8383 - mape: 15.8383\n","3/3 [==============================] - 0s 5ms/step - loss: 15.1675 - mape: 15.1675\n","3/3 [==============================] - 0s 4ms/step - loss: 15.8602 - mape: 15.8602\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 77\n","alpha: [ 2.         14.08726406]\n","beta: [ 2.         13.65596962]\n","delta: [ 2.         13.82283974]\n","3/3 [==============================] - 0s 7ms/step - loss: 15.5832 - mape: 15.5832\n","3/3 [==============================] - 0s 10ms/step - loss: 17.7327 - mape: 17.7327\n","3/3 [==============================] - 0s 6ms/step - loss: 15.6240 - mape: 15.6240\n","3/3 [==============================] - 0s 9ms/step - loss: 15.9245 - mape: 15.9245\n","3/3 [==============================] - 0s 5ms/step - loss: 16.3914 - mape: 16.3914\n","3/3 [==============================] - 0s 3ms/step - loss: 15.2457 - mape: 15.2457\n","3/3 [==============================] - 0s 4ms/step - loss: 17.0238 - mape: 17.0238\n","3/3 [==============================] - 0s 8ms/step - loss: 16.5984 - mape: 16.5984\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 78\n","alpha: [ 2.         14.08726406]\n","beta: [ 2.         13.65596962]\n","delta: [ 2.         14.26797581]\n","3/3 [==============================] - 0s 5ms/step - loss: 16.7228 - mape: 16.7228\n","3/3 [==============================] - 0s 6ms/step - loss: 15.2405 - mape: 15.2405\n","3/3 [==============================] - 0s 8ms/step - loss: 19.0955 - mape: 19.0955\n","3/3 [==============================] - 0s 6ms/step - loss: 14.8496 - mape: 14.8496\n","3/3 [==============================] - 0s 5ms/step - loss: 17.3022 - mape: 17.3022\n","3/3 [==============================] - 0s 6ms/step - loss: 15.7018 - mape: 15.7018\n","3/3 [==============================] - 0s 6ms/step - loss: 14.4316 - mape: 14.4316\n","3/3 [==============================] - 0s 9ms/step - loss: 16.9170 - mape: 16.9170\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 79\n","alpha: [ 2.         14.26797581]\n","beta: [ 3.         13.83990383]\n","delta: [ 2.         14.08726406]\n","3/3 [==============================] - 0s 10ms/step - loss: 14.8537 - mape: 14.8537\n","3/3 [==============================] - 0s 6ms/step - loss: 17.1628 - mape: 17.1628\n","3/3 [==============================] - 0s 7ms/step - loss: 15.7461 - mape: 15.7461\n","3/3 [==============================] - 0s 6ms/step - loss: 15.0905 - mape: 15.0905\n","3/3 [==============================] - 0s 9ms/step - loss: 15.8011 - mape: 15.8011\n","3/3 [==============================] - 0s 11ms/step - loss: 14.8084 - mape: 14.8084\n","3/3 [==============================] - 0s 8ms/step - loss: 15.7023 - mape: 15.7023\n","3/3 [==============================] - 0s 9ms/step - loss: 15.1347 - mape: 15.1347\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 80\n","alpha: [ 2.         13.65596962]\n","beta: [ 3.         13.83990383]\n","delta: [ 2.         14.08726406]\n","3/3 [==============================] - 0s 3ms/step - loss: 16.1590 - mape: 16.1590\n","3/3 [==============================] - 0s 6ms/step - loss: 18.9185 - mape: 18.9185\n","3/3 [==============================] - 0s 5ms/step - loss: 14.0593 - mape: 14.0593\n","3/3 [==============================] - 0s 7ms/step - loss: 16.3428 - mape: 16.3428\n","3/3 [==============================] - 0s 5ms/step - loss: 15.5613 - mape: 15.5613\n","3/3 [==============================] - 0s 3ms/step - loss: 16.2407 - mape: 16.2407\n","3/3 [==============================] - 0s 7ms/step - loss: 15.4167 - mape: 15.4167\n","3/3 [==============================] - 0s 3ms/step - loss: 16.9976 - mape: 16.9976\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 81\n","alpha: [ 2.         14.26797581]\n","beta: [ 2.         13.65596962]\n","delta: [ 2.         13.82283974]\n","3/3 [==============================] - 0s 9ms/step - loss: 15.5731 - mape: 15.5731\n","3/3 [==============================] - 0s 5ms/step - loss: 14.7630 - mape: 14.7630\n","3/3 [==============================] - 0s 3ms/step - loss: 16.9903 - mape: 16.9903\n","3/3 [==============================] - 0s 8ms/step - loss: 14.4332 - mape: 14.4332\n","3/3 [==============================] - 0s 10ms/step - loss: 16.7147 - mape: 16.7147\n","3/3 [==============================] - 0s 3ms/step - loss: 16.6427 - mape: 16.6427\n","3/3 [==============================] - 0s 3ms/step - loss: 16.8406 - mape: 16.8406\n","3/3 [==============================] - 0s 3ms/step - loss: 15.6780 - mape: 15.6780\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 82\n","alpha: [ 2.         13.65596962]\n","beta: [ 2.         14.08726406]\n","delta: [ 2.         13.82283974]\n","3/3 [==============================] - 0s 10ms/step - loss: 16.5232 - mape: 16.5232\n","3/3 [==============================] - 0s 9ms/step - loss: 15.2851 - mape: 15.2851\n","3/3 [==============================] - 0s 11ms/step - loss: 14.6097 - mape: 14.6097\n","3/3 [==============================] - 0s 8ms/step - loss: 15.2724 - mape: 15.2724\n","3/3 [==============================] - 0s 6ms/step - loss: 15.2980 - mape: 15.2980\n","3/3 [==============================] - 0s 4ms/step - loss: 15.8755 - mape: 15.8755\n","3/3 [==============================] - 0s 5ms/step - loss: 14.7092 - mape: 14.7092\n","3/3 [==============================] - 0s 3ms/step - loss: 15.0603 - mape: 15.0603\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 83\n","alpha: [ 2.         13.65596962]\n","beta: [ 2.         14.26797581]\n","delta: [ 2.         13.82283974]\n","3/3 [==============================] - 0s 14ms/step - loss: 16.3984 - mape: 16.3984\n","3/3 [==============================] - 0s 5ms/step - loss: 15.8398 - mape: 15.8398\n","3/3 [==============================] - 1s 8ms/step - loss: 14.9527 - mape: 14.9527\n","3/3 [==============================] - 0s 10ms/step - loss: 15.6295 - mape: 15.6295\n","3/3 [==============================] - 0s 8ms/step - loss: 15.8830 - mape: 15.8830\n","3/3 [==============================] - 0s 5ms/step - loss: 21.6537 - mape: 21.6537\n","3/3 [==============================] - 0s 5ms/step - loss: 17.1429 - mape: 17.1429\n","3/3 [==============================] - 0s 9ms/step - loss: 16.4121 - mape: 16.4121\n","[1. 2. 2. 1.]\n","[1. 2. 2. 1.]\n","[1. 2. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>]\n","[2. 2. 1.]\n","[2. 2.]\n","\n","Iteration: 84\n","alpha: [ 1.         21.65365791]\n","beta: [ 3.         13.83990383]\n","delta: [ 2.         13.82283974]\n","3/3 [==============================] - 0s 9ms/step - loss: 15.1238 - mape: 15.1238\n","3/3 [==============================] - 0s 4ms/step - loss: 15.2660 - mape: 15.2660\n","3/3 [==============================] - 0s 9ms/step - loss: 15.6092 - mape: 15.6092\n","3/3 [==============================] - 0s 3ms/step - loss: 17.5633 - mape: 17.5633\n","3/3 [==============================] - 0s 8ms/step - loss: 15.6409 - mape: 15.6409\n","3/3 [==============================] - 0s 9ms/step - loss: 17.7347 - mape: 17.7347\n","3/3 [==============================] - 0s 8ms/step - loss: 16.3633 - mape: 16.3633\n","3/3 [==============================] - 0s 4ms/step - loss: 15.8826 - mape: 15.8826\n","[2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[2. 2. 1.]\n","[2. 2.]\n","\n","Iteration: 85\n","alpha: [ 2.         17.73468018]\n","beta: [ 3.         13.83990383]\n","delta: [ 2.         14.26797581]\n","3/3 [==============================] - 0s 12ms/step - loss: 14.1197 - mape: 14.1197\n","3/3 [==============================] - 0s 3ms/step - loss: 15.6419 - mape: 15.6419\n","3/3 [==============================] - 0s 9ms/step - loss: 16.4687 - mape: 16.4687\n","3/3 [==============================] - 0s 3ms/step - loss: 15.8100 - mape: 15.8100\n","3/3 [==============================] - 0s 5ms/step - loss: 17.8051 - mape: 17.8051\n","3/3 [==============================] - 0s 9ms/step - loss: 15.9861 - mape: 15.9861\n","3/3 [==============================] - 0s 5ms/step - loss: 15.1373 - mape: 15.1373\n","3/3 [==============================] - 0s 3ms/step - loss: 19.0944 - mape: 19.0944\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[1. 2. 1. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 86\n","alpha: [ 3.         13.83990383]\n","beta: [ 2.         14.26797581]\n","delta: [ 2.         13.65596962]\n","3/3 [==============================] - 0s 11ms/step - loss: 16.0005 - mape: 16.0005\n","3/3 [==============================] - 0s 7ms/step - loss: 16.5905 - mape: 16.5905\n","3/3 [==============================] - 0s 4ms/step - loss: 15.5954 - mape: 15.5954\n","3/3 [==============================] - 0s 4ms/step - loss: 23.4695 - mape: 23.4695\n","3/3 [==============================] - 0s 9ms/step - loss: 17.5045 - mape: 17.5045\n","3/3 [==============================] - 0s 3ms/step - loss: 15.5910 - mape: 15.5910\n","3/3 [==============================] - 0s 6ms/step - loss: 15.3750 - mape: 15.3750\n","3/3 [==============================] - 0s 4ms/step - loss: 14.7413 - mape: 14.7413\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>]\n","[1. 1. 2. 1.]\n","[1. 1. 2.]\n","\n","Iteration: 87\n","alpha: [ 2.         15.59095097]\n","beta: [ 3.         13.83990383]\n","delta: [ 2.         13.65596962]\n","3/3 [==============================] - 0s 11ms/step - loss: 15.7437 - mape: 15.7437\n","3/3 [==============================] - 0s 5ms/step - loss: 16.5876 - mape: 16.5876\n","3/3 [==============================] - 0s 4ms/step - loss: 16.3731 - mape: 16.3731\n","3/3 [==============================] - 0s 9ms/step - loss: 15.5392 - mape: 15.5392\n","3/3 [==============================] - 0s 4ms/step - loss: 15.9016 - mape: 15.9016\n","3/3 [==============================] - 0s 5ms/step - loss: 15.2558 - mape: 15.2558\n","3/3 [==============================] - 0s 6ms/step - loss: 15.1416 - mape: 15.1416\n","3/3 [==============================] - 0s 7ms/step - loss: 17.5593 - mape: 17.5593\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 88\n","alpha: [ 2.         13.65596962]\n","beta: [ 3.         15.25576305]\n","delta: [ 3.         13.83990383]\n","3/3 [==============================] - 0s 8ms/step - loss: 16.9289 - mape: 16.9289\n","3/3 [==============================] - 0s 9ms/step - loss: 16.5116 - mape: 16.5116\n","3/3 [==============================] - 0s 9ms/step - loss: 14.8136 - mape: 14.8136\n","3/3 [==============================] - 0s 8ms/step - loss: 18.0052 - mape: 18.0052\n","3/3 [==============================] - 0s 5ms/step - loss: 15.1341 - mape: 15.1341\n","3/3 [==============================] - 0s 7ms/step - loss: 18.2191 - mape: 18.2191\n","3/3 [==============================] - 0s 10ms/step - loss: 17.1752 - mape: 17.1752\n","3/3 [==============================] - 0s 4ms/step - loss: 15.7363 - mape: 15.7363\n","[2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>]\n","[2. 2. 1.]\n","[2. 2.]\n","\n","Iteration: 89\n","alpha: [ 3.         13.83990383]\n","beta: [ 3.         18.21910477]\n","delta: [ 2.         13.65596962]\n","3/3 [==============================] - 0s 5ms/step - loss: 17.6499 - mape: 17.6499\n","3/3 [==============================] - 0s 3ms/step - loss: 15.8628 - mape: 15.8628\n","3/3 [==============================] - 0s 7ms/step - loss: 16.9181 - mape: 16.9181\n","3/3 [==============================] - 0s 6ms/step - loss: 16.1568 - mape: 16.1568\n","3/3 [==============================] - 0s 9ms/step - loss: 15.2769 - mape: 15.2769\n","3/3 [==============================] - 0s 12ms/step - loss: 15.9478 - mape: 15.9478\n","3/3 [==============================] - 0s 5ms/step - loss: 14.5377 - mape: 14.5377\n","3/3 [==============================] - 0s 4ms/step - loss: 17.7294 - mape: 17.7294\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>]\n","[1. 2. 1. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 90\n","alpha: [ 2.         14.26797581]\n","beta: [ 3.         15.94777203]\n","delta: [ 3.         13.83990383]\n","3/3 [==============================] - 0s 9ms/step - loss: 16.4777 - mape: 16.4777\n","3/3 [==============================] - 0s 3ms/step - loss: 18.4422 - mape: 18.4422\n","3/3 [==============================] - 0s 5ms/step - loss: 16.2293 - mape: 16.2293\n","3/3 [==============================] - 0s 3ms/step - loss: 18.6858 - mape: 18.6858\n","3/3 [==============================] - 0s 5ms/step - loss: 14.7113 - mape: 14.7113\n","3/3 [==============================] - 0s 9ms/step - loss: 17.1652 - mape: 17.1652\n","3/3 [==============================] - 0s 3ms/step - loss: 15.2494 - mape: 15.2494\n","3/3 [==============================] - 0s 3ms/step - loss: 19.1795 - mape: 19.1795\n","[2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>]\n","[2. 2. 1.]\n","[2. 2.]\n","\n","Iteration: 91\n","alpha: [ 3.         17.16520691]\n","beta: [ 3.         13.83990383]\n","delta: [ 2.         13.82283974]\n","3/3 [==============================] - 0s 6ms/step - loss: 16.3479 - mape: 16.3479\n","3/3 [==============================] - 0s 6ms/step - loss: 16.0860 - mape: 16.0860\n","3/3 [==============================] - 0s 3ms/step - loss: 14.6765 - mape: 14.6765\n","3/3 [==============================] - 0s 6ms/step - loss: 15.2266 - mape: 15.2266\n","3/3 [==============================] - 0s 9ms/step - loss: 17.0781 - mape: 17.0781\n","3/3 [==============================] - 0s 6ms/step - loss: 15.7855 - mape: 15.7855\n","3/3 [==============================] - 0s 5ms/step - loss: 17.2460 - mape: 17.2460\n","3/3 [==============================] - 0s 11ms/step - loss: 16.4022 - mape: 16.4022\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[1. 2. 1. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 92\n","alpha: [ 2.         13.82283974]\n","beta: [ 3.         13.83990383]\n","delta: [ 2.         13.65596962]\n","3/3 [==============================] - 0s 7ms/step - loss: 17.2826 - mape: 17.2826\n","3/3 [==============================] - 0s 8ms/step - loss: 16.0508 - mape: 16.0508\n","3/3 [==============================] - 0s 4ms/step - loss: 16.4054 - mape: 16.4054\n","3/3 [==============================] - 0s 7ms/step - loss: 15.0039 - mape: 15.0039\n","3/3 [==============================] - 0s 8ms/step - loss: 17.2580 - mape: 17.2580\n","3/3 [==============================] - 0s 7ms/step - loss: 17.5900 - mape: 17.5900\n","3/3 [==============================] - 0s 8ms/step - loss: 17.0432 - mape: 17.0432\n","3/3 [==============================] - 0s 8ms/step - loss: 17.3099 - mape: 17.3099\n","[2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[2. 2. 1.]\n","[2. 1. 1.]\n","\n","Iteration: 93\n","alpha: [ 3.         13.83990383]\n","beta: [ 2.         14.08726406]\n","delta: [ 3.         17.58998299]\n","3/3 [==============================] - 0s 4ms/step - loss: 16.8050 - mape: 16.8050\n","3/3 [==============================] - 0s 9ms/step - loss: 14.5565 - mape: 14.5565\n","3/3 [==============================] - 0s 6ms/step - loss: 15.6903 - mape: 15.6903\n","3/3 [==============================] - 0s 10ms/step - loss: 14.9088 - mape: 14.9088\n","3/3 [==============================] - 0s 4ms/step - loss: 16.3409 - mape: 16.3409\n","3/3 [==============================] - 0s 10ms/step - loss: 19.5838 - mape: 19.5838\n","3/3 [==============================] - 0s 5ms/step - loss: 21.0599 - mape: 21.0599\n","3/3 [==============================] - 0s 5ms/step - loss: 15.0145 - mape: 15.0145\n","[2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>]\n","[2. 2. 1.]\n","[2. 2.]\n","\n","Iteration: 94\n","alpha: [ 4.         19.58380318]\n","beta: [ 3.         13.83990383]\n","delta: [ 2.         14.08726406]\n","3/3 [==============================] - 0s 4ms/step - loss: 14.2046 - mape: 14.2046\n","3/3 [==============================] - 0s 6ms/step - loss: 16.2401 - mape: 16.2401\n","3/3 [==============================] - 0s 4ms/step - loss: 16.8146 - mape: 16.8146\n","3/3 [==============================] - 0s 5ms/step - loss: 16.5303 - mape: 16.5303\n","3/3 [==============================] - 0s 10ms/step - loss: 15.2304 - mape: 15.2304\n","3/3 [==============================] - 0s 9ms/step - loss: 15.8300 - mape: 15.8300\n","3/3 [==============================] - 0s 4ms/step - loss: 14.8237 - mape: 14.8237\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0906 - mape: 16.0906\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[1. 2. 1. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 95\n","alpha: [ 2.         14.26797581]\n","beta: [ 3.         13.83990383]\n","delta: [ 3.         15.83004951]\n","3/3 [==============================] - 0s 9ms/step - loss: 16.5022 - mape: 16.5022\n","3/3 [==============================] - 0s 7ms/step - loss: 15.6991 - mape: 15.6991\n","3/3 [==============================] - 0s 9ms/step - loss: 15.6417 - mape: 15.6417\n","3/3 [==============================] - 0s 12ms/step - loss: 15.3014 - mape: 15.3014\n","3/3 [==============================] - 0s 10ms/step - loss: 17.1238 - mape: 17.1238\n","3/3 [==============================] - 0s 5ms/step - loss: 15.9104 - mape: 15.9104\n","3/3 [==============================] - 0s 5ms/step - loss: 15.2826 - mape: 15.2826\n","3/3 [==============================] - 0s 6ms/step - loss: 17.1068 - mape: 17.1068\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[1. 2. 1. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 96\n","alpha: [ 3.         13.83990383]\n","beta: [ 2.         14.26797581]\n","delta: [ 2.         13.65596962]\n","3/3 [==============================] - 0s 3ms/step - loss: 14.5637 - mape: 14.5637\n","3/3 [==============================] - 0s 6ms/step - loss: 15.5293 - mape: 15.5293\n","3/3 [==============================] - 0s 5ms/step - loss: 15.0872 - mape: 15.0872\n","3/3 [==============================] - 0s 5ms/step - loss: 17.1847 - mape: 17.1847\n","3/3 [==============================] - 0s 10ms/step - loss: 15.1802 - mape: 15.1802\n","3/3 [==============================] - 0s 3ms/step - loss: 21.1275 - mape: 21.1275\n","3/3 [==============================] - 0s 6ms/step - loss: 14.6091 - mape: 14.6091\n","3/3 [==============================] - 0s 3ms/step - loss: 19.7448 - mape: 19.7448\n","[2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","[2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>]\n","[1. 2. 1. 1.]\n","[2. 1. 1.]\n","\n","Iteration: 97\n","alpha: [ 2.         13.82283974]\n","beta: [ 2.         13.65596962]\n","delta: [ 3.         13.83990383]\n","3/3 [==============================] - 0s 9ms/step - loss: 22.0191 - mape: 22.0191\n","3/3 [==============================] - 0s 6ms/step - loss: 17.7240 - mape: 17.7240\n","3/3 [==============================] - 0s 4ms/step - loss: 15.1685 - mape: 15.1685\n","3/3 [==============================] - 0s 4ms/step - loss: 15.3798 - mape: 15.3798\n","3/3 [==============================] - 0s 7ms/step - loss: 17.8354 - mape: 17.8354\n","3/3 [==============================] - 0s 9ms/step - loss: 15.9496 - mape: 15.9496\n","3/3 [==============================] - 0s 3ms/step - loss: 15.9175 - mape: 15.9175\n","3/3 [==============================] - 0s 7ms/step - loss: 17.0175 - mape: 17.0175\n","[1. 2. 2. 1. 1.]\n","[1. 2. 2. 1. 1.]\n","[1. 2. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655b10>]\n","[2. 2. 1. 1.]\n","[2. 2. 1.]\n","\n","Iteration: 98\n","alpha: [ 1.         22.01908875]\n","beta: [ 3.         13.83990383]\n","delta: [ 2.         15.94963455]\n","3/3 [==============================] - 0s 9ms/step - loss: 16.2746 - mape: 16.2746\n","3/3 [==============================] - 0s 9ms/step - loss: 16.6835 - mape: 16.6835\n","3/3 [==============================] - 0s 11ms/step - loss: 24.5319 - mape: 24.5319\n","3/3 [==============================] - 0s 4ms/step - loss: 16.2289 - mape: 16.2289\n","3/3 [==============================] - 0s 6ms/step - loss: 16.9655 - mape: 16.9655\n","3/3 [==============================] - 0s 6ms/step - loss: 14.9989 - mape: 14.9989\n","3/3 [==============================] - 0s 7ms/step - loss: 14.6402 - mape: 14.6402\n","3/3 [==============================] - 0s 3ms/step - loss: 15.8088 - mape: 15.8088\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c876d0790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e939450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2f88d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1eee90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e655b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c878eb490>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 99\n","alpha: [ 2.         14.99892712]\n","beta: [ 2.         14.26797581]\n","delta: [ 3.         13.83990383]\n","3/3 [==============================] - 0s 6ms/step - loss: 17.4856 - mape: 17.4856\n","3/3 [==============================] - 0s 8ms/step - loss: 15.2080 - mape: 15.2080\n","3/3 [==============================] - 0s 4ms/step - loss: 16.3061 - mape: 16.3061\n","3/3 [==============================] - 0s 10ms/step - loss: 14.8549 - mape: 14.8549\n","3/3 [==============================] - 0s 6ms/step - loss: 14.7239 - mape: 14.7239\n","3/3 [==============================] - 0s 6ms/step - loss: 15.8808 - mape: 15.8808\n","3/3 [==============================] - 0s 3ms/step - loss: 14.9341 - mape: 14.9341\n","3/3 [==============================] - 0s 10ms/step - loss: 16.3759 - mape: 16.3759\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"tWyjiUvoxULi","executionInfo":{"status":"ok","timestamp":1634039777925,"user_tz":-330,"elapsed":55,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"7d07293c-1aa3-4ad0-a873-43f3d677afcd"},"source":["for nonD in bgwo2.archive:\n","  print(nonD.cost, nonD.position)"],"id":"tWyjiUvoxULi","execution_count":24,"outputs":[{"output_type":"stream","name":"stdout","text":["[ 2.         14.08726406] [0 0 0 0 0 0 0 0 0 0 1 0 1]\n","[ 2.         13.82283974] [0 0 0 0 0 0 0 0 0 0 1 0 1]\n","[ 2.         13.65596962] [0 0 0 0 0 0 0 0 0 0 1 0 1]\n","[ 2.         17.48559952] [0 0 0 0 0 0 0 0 0 0 1 0 1]\n","[ 3.         13.83990383] [0 0 0 0 0 0 1 0 0 0 1 0 1]\n","[ 2.         15.88084602] [0 0 0 0 0 0 0 0 0 0 1 0 1]\n","[ 2.         14.26797581] [0 0 0 0 0 0 0 0 0 0 1 0 1]\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":279},"id":"FeAGeuF6Y4yz","executionInfo":{"status":"ok","timestamp":1634039778548,"user_tz":-330,"elapsed":643,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"74aa3268-6459-4210-f8d4-53fd58338c39"},"source":["plot_archive(bgwo2.archive)"],"id":"FeAGeuF6Y4yz","execution_count":25,"outputs":[{"output_type":"display_data","data":{"image/png":"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\n","text/plain":["<Figure size 432x288 with 1 Axes>"]},"metadata":{"needs_background":"light"}}]},{"cell_type":"markdown","metadata":{"id":"7VoaSqspmbJN"},"source":["#### Dataset 3"],"id":"7VoaSqspmbJN"},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Imc8t2kDmXzd","executionInfo":{"status":"ok","timestamp":1634039778550,"user_tz":-330,"elapsed":60,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"ff83f3ef-7136-4578-8066-a310bfb1aaac"},"source":["inFile3 = \"/content/gdrive/My Drive/GWO/Dataset/UCI_DATA/BreastEW/BreastEW-final.csv\"\n","data3 = pd.read_csv(inFile3)\n","data3 = data3.rename(columns={\"quality\": \"target\"})\n","data3.head"],"id":"Imc8t2kDmXzd","execution_count":26,"outputs":[{"output_type":"execute_result","data":{"text/plain":["<bound method NDFrame.head of          0      1       2       3  ...       27      28       29  target\n","0    13.44  21.58   86.18   563.0  ...  0.11120  0.2994  0.07146       1\n","1    10.49  18.61   66.86   334.3  ...  0.06528  0.2213  0.07842       2\n","2    10.96  17.62   70.79   365.6  ...  0.09861  0.2289  0.08278       2\n","3    13.81  23.75   91.56   597.8  ...  0.20130  0.4432  0.10860       1\n","4    16.46  20.11  109.30   832.9  ...  0.20350  0.3054  0.09519       1\n","..     ...    ...     ...     ...  ...      ...     ...      ...     ...\n","563  13.28  20.28   87.32   545.2  ...  0.14920  0.3739  0.10270       1\n","564  15.28  22.41   98.92   710.6  ...  0.12260  0.3175  0.09772       1\n","565  24.63  21.60  165.50  1841.0  ...  0.24750  0.3157  0.09671       1\n","566  14.86  16.94   94.89   673.7  ...  0.07971  0.2525  0.06827       2\n","567  11.90  14.65   78.11   432.8  ...  0.06042  0.2727  0.10360       2\n","\n","[568 rows x 31 columns]>"]},"metadata":{},"execution_count":26}]},{"cell_type":"code","metadata":{"id":"U7N0u02UnPdH","executionInfo":{"status":"ok","timestamp":1634039778551,"user_tz":-330,"elapsed":9,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["bgwo3 = BMOGWO(dataset = data3, greyWolvesNum=8, archiveSize=30, maxIt= maxIter)"],"id":"U7N0u02UnPdH","execution_count":27,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"ycm7WPiSGXj1","executionInfo":{"status":"ok","timestamp":1634041301261,"user_tz":-330,"elapsed":1522717,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"b4f34b77-a805-4927-f0d6-19e837bc9ae0"},"source":["bgwo3.optimize()"],"id":"ycm7WPiSGXj1","execution_count":28,"outputs":[{"output_type":"stream","name":"stdout","text":["6/6 [==============================] - 0s 2ms/step - loss: 7.1585 - mape: 7.1585\n","6/6 [==============================] - 0s 2ms/step - loss: 2.8599 - mape: 2.8599\n","6/6 [==============================] - 0s 2ms/step - loss: 2.8080 - mape: 2.8080\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7292 - mape: 5.7292\n","6/6 [==============================] - 0s 2ms/step - loss: 4.1410 - mape: 4.1410\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3717 - mape: 5.3717\n","6/6 [==============================] - 0s 3ms/step - loss: 7.4919 - mape: 7.4919\n","6/6 [==============================] - 0s 2ms/step - loss: 7.2782 - mape: 7.2782\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84cf75d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84bf6090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e48bed0>]\n","[1. 1.]\n","\n","Iteration: 0\n","alpha: [12.          5.72918844]\n","beta: [14.          2.80804539]\n","delta: [14.          2.80804539]\n","6/6 [==============================] - 0s 5ms/step - loss: 3.1451 - mape: 3.1451\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8359 - mape: 4.8359\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2353 - mape: 3.2353\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2653 - mape: 4.2653\n","6/6 [==============================] - 0s 2ms/step - loss: 5.5903 - mape: 5.5903\n","6/6 [==============================] - 0s 3ms/step - loss: 7.2321 - mape: 7.2321\n","6/6 [==============================] - 0s 2ms/step - loss: 5.2280 - mape: 5.2280\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7531 - mape: 3.7531\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84cf75d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84bf6090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e48bed0>]\n","[1. 1.]\n","\n","Iteration: 1\n","alpha: [12.          5.72918844]\n","beta: [10.          7.15848637]\n","delta: [10.          7.15848637]\n","6/6 [==============================] - 0s 2ms/step - loss: 2.2924 - mape: 2.2924\n","6/6 [==============================] - 0s 3ms/step - loss: 6.3990 - mape: 6.3990\n","6/6 [==============================] - 0s 2ms/step - loss: 4.5755 - mape: 4.5755\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6576 - mape: 4.6576\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6216 - mape: 3.6216\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2855 - mape: 3.2855\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7884 - mape: 5.7884\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5741 - mape: 6.5741\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84cf75d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e48bed0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3518d0>]\n","[1. 1.]\n","\n","Iteration: 2\n","alpha: [13.          2.29241967]\n","beta: [10.          7.15848637]\n","delta: [12.          5.72918844]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.9708 - mape: 6.9708\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8259 - mape: 4.8259\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9353 - mape: 3.9353\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7384 - mape: 3.7384\n","6/6 [==============================] - 0s 2ms/step - loss: 2.6743 - mape: 2.6743\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1302 - mape: 5.1302\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9697 - mape: 4.9697\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2218 - mape: 5.2218\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84cf75d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3518d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e55f050>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9770d0>]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 3\n","alpha: [13.          2.29241967]\n","beta: [12.          2.67426991]\n","delta: [11.          4.96966743]\n","6/6 [==============================] - 0s 2ms/step - loss: 3.0604 - mape: 3.0604\n","6/6 [==============================] - 0s 3ms/step - loss: 1.8160 - mape: 1.8160\n","6/6 [==============================] - 0s 2ms/step - loss: 3.1137 - mape: 3.1137\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0577 - mape: 4.0577\n","6/6 [==============================] - 0s 2ms/step - loss: 6.0000 - mape: 6.0000\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8257 - mape: 5.8257\n","6/6 [==============================] - 0s 3ms/step - loss: 2.1391 - mape: 2.1391\n","6/6 [==============================] - 0s 2ms/step - loss: 4.7753 - mape: 4.7753\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9770d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e55f050>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977ed0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876c8350>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>]\n","[1. 2. 1.]\n","[2. 1.]\n","\n","Iteration: 4\n","alpha: [12.          2.67426991]\n","beta: [10.          5.99999428]\n","delta: [14.          1.81600189]\n","6/6 [==============================] - 0s 2ms/step - loss: 3.3414 - mape: 3.3414\n","6/6 [==============================] - 0s 2ms/step - loss: 7.1075 - mape: 7.1075\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9022 - mape: 3.9022\n","6/6 [==============================] - 0s 3ms/step - loss: 6.6788 - mape: 6.6788\n","6/6 [==============================] - 0s 2ms/step - loss: 1.9723 - mape: 1.9723\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8624 - mape: 4.8624\n","6/6 [==============================] - 0s 2ms/step - loss: 4.7953 - mape: 4.7953\n","6/6 [==============================] - 0s 2ms/step - loss: 3.4794 - mape: 3.4794\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e55f050>\n"," <GreyWolf.GreyWolf object at 0x7f3c876c8350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e307f50>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 5\n","alpha: [12.          1.97233629]\n","beta: [11.          2.13913417]\n","delta: [11.          3.47937322]\n","6/6 [==============================] - 0s 2ms/step - loss: 3.0733 - mape: 3.0733\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5069 - mape: 3.5069\n","6/6 [==============================] - 0s 2ms/step - loss: 3.6985 - mape: 3.6985\n","6/6 [==============================] - 0s 2ms/step - loss: 4.0948 - mape: 4.0948\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4586 - mape: 3.4586\n","6/6 [==============================] - 0s 2ms/step - loss: 4.7372 - mape: 4.7372\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0032 - mape: 3.0032\n","6/6 [==============================] - 0s 3ms/step - loss: 10.0700 - mape: 10.0700\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e55f050>\n"," <GreyWolf.GreyWolf object at 0x7f3c876c8350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e307f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 6\n","alpha: [12.          1.97233629]\n","beta: [10.          5.99999428]\n","delta: [11.          3.47937322]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2510 - mape: 4.2510\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0185 - mape: 5.0185\n","6/6 [==============================] - 0s 3ms/step - loss: 6.4117 - mape: 6.4117\n","6/6 [==============================] - 0s 3ms/step - loss: 2.2120 - mape: 2.2120\n","6/6 [==============================] - 0s 3ms/step - loss: 6.7325 - mape: 6.7325\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5872 - mape: 4.5872\n","6/6 [==============================] - 0s 3ms/step - loss: 6.9043 - mape: 6.9043\n","6/6 [==============================] - 0s 3ms/step - loss: 2.7389 - mape: 2.7389\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e307f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c876c8350>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 7\n","alpha: [10.          5.99999428]\n","beta: [11.          2.13913417]\n","delta: [12.          1.97233629]\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5257 - mape: 3.5257\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2841 - mape: 5.2841\n","6/6 [==============================] - 0s 2ms/step - loss: 4.6075 - mape: 4.6075\n","6/6 [==============================] - 0s 2ms/step - loss: 6.0088 - mape: 6.0088\n","6/6 [==============================] - 0s 3ms/step - loss: 2.7364 - mape: 2.7364\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6816 - mape: 4.6816\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8423 - mape: 2.8423\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8832 - mape: 3.8832\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c876c8350>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c98d0>]\n","[1. 2. 1.]\n","[2. 1.]\n","\n","Iteration: 8\n","alpha: [10.          5.99999428]\n","beta: [11.          2.13913417]\n","delta: [12.          1.97233629]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8315 - mape: 5.8315\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2983 - mape: 5.2983\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2771 - mape: 3.2771\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5493 - mape: 4.5493\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9784 - mape: 3.9784\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3062 - mape: 5.3062\n","6/6 [==============================] - 0s 2ms/step - loss: 2.7426 - mape: 2.7426\n","6/6 [==============================] - 0s 3ms/step - loss: 2.2629 - mape: 2.2629\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c98d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c876c8350>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>]\n","[1. 2. 1.]\n","[2. 1.]\n","\n","Iteration: 9\n","alpha: [11.          2.13913417]\n","beta: [10.          5.99999428]\n","delta: [12.          1.97233629]\n","6/6 [==============================] - 0s 2ms/step - loss: 7.8199 - mape: 7.8199\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8890 - mape: 5.8890\n","6/6 [==============================] - 0s 3ms/step - loss: 2.3206 - mape: 2.3206\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5255 - mape: 6.5255\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3261 - mape: 5.3261\n","6/6 [==============================] - 0s 3ms/step - loss: 7.0748 - mape: 7.0748\n","6/6 [==============================] - 0s 3ms/step - loss: 7.1707 - mape: 7.1707\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4871 - mape: 4.4871\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c98d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84bc8190>]\n","[1. 2. 1.]\n","[1. 2.]\n","\n","Iteration: 10\n","alpha: [10.          5.88898659]\n","beta: [12.          1.97233629]\n","delta: [11.          2.13913417]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1211 - mape: 3.1211\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3460 - mape: 5.3460\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5660 - mape: 4.5660\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8512 - mape: 5.8512\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0022 - mape: 3.0022\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5248 - mape: 5.5248\n","6/6 [==============================] - 0s 3ms/step - loss: 6.9638 - mape: 6.9638\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2112 - mape: 3.2112\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c98d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8790c310>]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 11\n","alpha: [12.          1.97233629]\n","beta: [11.          2.21201062]\n","delta: [11.          2.73637152]\n","6/6 [==============================] - 0s 3ms/step - loss: 8.0501 - mape: 8.0501\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8774 - mape: 4.8774\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0432 - mape: 5.0432\n","6/6 [==============================] - 0s 2ms/step - loss: 4.5222 - mape: 4.5222\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4741 - mape: 3.4741\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2445 - mape: 6.2445\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2101 - mape: 6.2101\n","6/6 [==============================] - 0s 3ms/step - loss: 7.2020 - mape: 7.2020\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e7c98d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9774d0>]\n","[1. 1. 2. 1.]\n","[1. 1. 2.]\n","\n","Iteration: 12\n","alpha: [9.         6.24452829]\n","beta: [12.          1.97233629]\n","delta: [11.          2.13913417]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8560 - mape: 5.8560\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8254 - mape: 3.8254\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4163 - mape: 5.4163\n","6/6 [==============================] - 0s 3ms/step - loss: 6.9600 - mape: 6.9600\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1813 - mape: 4.1813\n","6/6 [==============================] - 0s 3ms/step - loss: 6.4646 - mape: 6.4646\n","6/6 [==============================] - 0s 2ms/step - loss: 3.3086 - mape: 3.3086\n","6/6 [==============================] - 0s 2ms/step - loss: 4.3311 - mape: 4.3311\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e7c98d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9774d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>]\n","[1. 1. 2. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 13\n","alpha: [11.          2.13913417]\n","beta: [10.         6.4645977]\n","delta: [12.          1.97233629]\n","6/6 [==============================] - 0s 4ms/step - loss: 9.9061 - mape: 9.9061\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2099 - mape: 4.2099\n","6/6 [==============================] - 0s 2ms/step - loss: 4.6101 - mape: 4.6101\n","6/6 [==============================] - 0s 2ms/step - loss: 6.0997 - mape: 6.0997\n","6/6 [==============================] - 0s 3ms/step - loss: 7.2191 - mape: 7.2191\n","6/6 [==============================] - 0s 2ms/step - loss: 5.9466 - mape: 5.9466\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1495 - mape: 3.1495\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4294 - mape: 4.4294\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e7c98d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9774d0>]\n","[1. 2. 1. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 14\n","alpha: [10.         3.0022366]\n","beta: [12.          1.97233629]\n","delta: [11.          2.13913417]\n","6/6 [==============================] - 0s 3ms/step - loss: 7.5537 - mape: 7.5537\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5589 - mape: 3.5589\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2224 - mape: 4.2224\n","6/6 [==============================] - 0s 3ms/step - loss: 7.2331 - mape: 7.2331\n","6/6 [==============================] - 0s 3ms/step - loss: 2.4561 - mape: 2.4561\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9302 - mape: 3.9302\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5367 - mape: 3.5367\n","6/6 [==============================] - 0s 6ms/step - loss: 2.6149 - mape: 2.6149\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d091e10>]\n","[1. 1. 2. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 15\n","alpha: [12.          1.97233629]\n","beta: [10.          3.53672171]\n","delta: [11.         2.6148746]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3931 - mape: 5.3931\n","6/6 [==============================] - 0s 4ms/step - loss: 6.0462 - mape: 6.0462\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6904 - mape: 4.6904\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8867 - mape: 2.8867\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6639 - mape: 3.6639\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4650 - mape: 5.4650\n","6/6 [==============================] - 0s 3ms/step - loss: 7.1403 - mape: 7.1403\n","6/6 [==============================] - 0s 3ms/step - loss: 6.0966 - mape: 6.0966\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d091e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>]\n","[1. 2. 1. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 16\n","alpha: [10.          3.53672171]\n","beta: [11.         2.6148746]\n","delta: [10.         3.0022366]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2588 - mape: 6.2588\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5504 - mape: 5.5504\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1737 - mape: 3.1737\n","6/6 [==============================] - 0s 3ms/step - loss: 2.7648 - mape: 2.7648\n","6/6 [==============================] - 0s 3ms/step - loss: 7.2937 - mape: 7.2937\n","6/6 [==============================] - 0s 3ms/step - loss: 8.1611 - mape: 8.1611\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5257 - mape: 6.5257\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9226 - mape: 2.9226\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 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<GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d091e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 18\n","alpha: [11.          2.13913417]\n","beta: [10.         3.0022366]\n","delta: [11.         2.6148746]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3658 - mape: 3.3658\n","6/6 [==============================] - 0s 2ms/step - loss: 4.0017 - mape: 4.0017\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8810 - mape: 3.8810\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8509 - mape: 3.8509\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5419 - mape: 4.5419\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9414 - mape: 4.9414\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5458 - mape: 6.5458\n","6/6 [==============================] - 0s 2ms/step - loss: 1.6440 - mape: 1.6440\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d091e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977690>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 19\n","alpha: [10.         3.0022366]\n","beta: [12.          1.97233629]\n","delta: [11.         2.6148746]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3355 - mape: 5.3355\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4386 - mape: 5.4386\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6626 - mape: 4.6626\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0662 - mape: 3.0662\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5108 - mape: 3.5108\n","6/6 [==============================] - 0s 3ms/step - loss: 9.2898 - mape: 9.2898\n","6/6 [==============================] - 0s 3ms/step - loss: 2.4902 - mape: 2.4902\n","6/6 [==============================] - 0s 3ms/step - loss: 6.8475 - mape: 6.8475\n","[2. 2. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8eaa5e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d091e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977690>\n"," <GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>]\n","[2. 2. 1. 1.]\n","[2. 2. 1.]\n","\n","Iteration: 20\n","alpha: [13.          6.84753704]\n","beta: [12.          1.97233629]\n","delta: [11.         2.6148746]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0612 - mape: 3.0612\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8186 - mape: 5.8186\n","6/6 [==============================] - 0s 4ms/step - loss: 1.3981 - mape: 1.3981\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8623 - mape: 5.8623\n","6/6 [==============================] - 0s 3ms/step - loss: 8.7428 - mape: 8.7428\n","6/6 [==============================] - 0s 3ms/step - loss: 2.4849 - mape: 2.4849\n","6/6 [==============================] - 0s 3ms/step - loss: 7.1275 - mape: 7.1275\n","6/6 [==============================] - 0s 3ms/step - loss: 6.0001 - mape: 6.0001\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d091e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 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1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d091e10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0650>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 22\n","alpha: [10.          3.53672171]\n","beta: [9.        4.7425971]\n","delta: [11.          1.39806437]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5883 - mape: 6.5883\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2399 - mape: 4.2399\n","6/6 [==============================] - 0s 3ms/step - loss: 7.7425 - mape: 7.7425\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8678 - mape: 4.8678\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7671 - mape: 5.7671\n","6/6 [==============================] - 0s 3ms/step - loss: 1.7125 - mape: 1.7125\n","6/6 [==============================] - 0s 2ms/step - loss: 4.4208 - mape: 4.4208\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2571 - mape: 6.2571\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 23\n","alpha: [10.          3.53672171]\n","beta: [11.          1.39806437]\n","delta: [11.          2.13913417]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7342 - mape: 5.7342\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2012 - mape: 4.2012\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3164 - mape: 4.3164\n","6/6 [==============================] - 0s 3ms/step - loss: 2.6611 - mape: 2.6611\n","6/6 [==============================] - 0s 2ms/step - loss: 6.8096 - mape: 6.8096\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4126 - mape: 3.4126\n","6/6 [==============================] - 0s 2ms/step - loss: 2.9739 - mape: 2.9739\n","6/6 [==============================] - 0s 2ms/step - loss: 8.9622 - mape: 8.9622\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 24\n","alpha: [12.          1.97233629]\n","beta: [11.          1.39806437]\n","delta: [9.         4.23989725]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3135 - mape: 4.3135\n","6/6 [==============================] - 0s 3ms/step - loss: 8.3660 - mape: 8.3660\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4988 - mape: 3.4988\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8527 - mape: 4.8527\n","6/6 [==============================] - 0s 3ms/step - loss: 7.0158 - mape: 7.0158\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2128 - mape: 5.2128\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0554 - mape: 4.0554\n","6/6 [==============================] - 0s 3ms/step - loss: 7.7274 - mape: 7.7274\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 25\n","alpha: [10.          3.53672171]\n","beta: [9.         4.23989725]\n","delta: [11.          2.13913417]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3106 - mape: 4.3106\n","6/6 [==============================] - 0s 2ms/step - loss: 8.3825 - mape: 8.3825\n","6/6 [==============================] - 0s 2ms/step - loss: 6.3124 - mape: 6.3124\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2460 - mape: 3.2460\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6015 - mape: 3.6015\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0484 - mape: 5.0484\n","6/6 [==============================] - 0s 2ms/step - loss: 7.8533 - mape: 7.8533\n","6/6 [==============================] - 0s 3ms/step - loss: 6.4597 - mape: 6.4597\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 26\n","alpha: [10.          3.53672171]\n","beta: [12.          1.97233629]\n","delta: [10.          1.71250534]\n","6/6 [==============================] - 0s 2ms/step - loss: 4.4421 - mape: 4.4421\n","6/6 [==============================] - 0s 3ms/step - loss: 6.0445 - mape: 6.0445\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1930 - mape: 6.1930\n","6/6 [==============================] - 0s 3ms/step - loss: 2.4958 - mape: 2.4958\n","6/6 [==============================] - 0s 3ms/step - loss: 8.7919 - mape: 8.7919\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1756 - mape: 6.1756\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5636 - mape: 5.5636\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2928 - mape: 4.2928\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84ce9e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 27\n","alpha: [10.          3.53672171]\n","beta: [10.          1.71250534]\n","delta: [10.         3.0022366]\n","6/6 [==============================] - 0s 3ms/step - loss: 7.1010 - mape: 7.1010\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8898 - mape: 5.8898\n","6/6 [==============================] - 0s 2ms/step - loss: 4.3184 - mape: 4.3184\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5072 - mape: 6.5072\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1321 - mape: 5.1321\n","6/6 [==============================] - 0s 2ms/step - loss: 4.6518 - mape: 4.6518\n","6/6 [==============================] - 0s 2ms/step - loss: 4.3157 - mape: 4.3157\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1028 - mape: 4.1028\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 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2ms/step - loss: 3.7472 - mape: 3.7472\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6768 - mape: 3.6768\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8790c310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 29\n","alpha: [10.          1.71250534]\n","beta: [10.          3.53672171]\n","delta: [11.          1.39806437]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8012 - mape: 5.8012\n","6/6 [==============================] - 0s 2ms/step - loss: 8.3194 - mape: 8.3194\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3512 - mape: 4.3512\n","6/6 [==============================] - 0s 2ms/step - loss: 3.4372 - mape: 3.4372\n","6/6 [==============================] - 0s 2ms/step - loss: 6.5829 - mape: 6.5829\n","6/6 [==============================] - 0s 3ms/step - loss: 2.4809 - mape: 2.4809\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1117 - mape: 4.1117\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1046 - mape: 3.1046\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 30\n","alpha: [10.          3.53672171]\n","beta: [11.          1.39806437]\n","delta: [12.          1.97233629]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7397 - mape: 4.7397\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1315 - mape: 4.1315\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0112 - mape: 5.0112\n","6/6 [==============================] - 0s 2ms/step - loss: 4.0496 - mape: 4.0496\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3406 - mape: 4.3406\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8699 - mape: 3.8699\n","6/6 [==============================] - 0s 3ms/step - loss: 7.3484 - mape: 7.3484\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3210 - mape: 4.3210\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 31\n","alpha: [11.          2.10650682]\n","beta: [9.         4.23989725]\n","delta: [10.          3.53672171]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0098 - mape: 4.0098\n","6/6 [==============================] - 0s 3ms/step - loss: 2.2103 - mape: 2.2103\n","6/6 [==============================] - 0s 2ms/step - loss: 3.2280 - mape: 3.2280\n","6/6 [==============================] - 0s 3ms/step - loss: 6.8111 - mape: 6.8111\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4554 - mape: 4.4554\n","6/6 [==============================] - 0s 2ms/step - loss: 5.8072 - mape: 5.8072\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4099 - mape: 4.4099\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9763 - mape: 2.9763\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8bb56090>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 32\n","alpha: [10.          2.48092055]\n","beta: [10.          1.71250534]\n","delta: [10.          3.53672171]\n","6/6 [==============================] - 0s 2ms/step - loss: 5.2950 - mape: 5.2950\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0639 - mape: 5.0639\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9574 - mape: 4.9574\n","6/6 [==============================] - 0s 3ms/step - loss: 7.0072 - mape: 7.0072\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1652 - mape: 6.1652\n","6/6 [==============================] - 0s 3ms/step - loss: 1.8390 - mape: 1.8390\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2757 - mape: 4.2757\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0743 - mape: 4.0743\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 33\n","alpha: [10.          3.53672171]\n","beta: [10.          2.48092055]\n","delta: [11.          1.39806437]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8232 - mape: 3.8232\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3305 - mape: 4.3305\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7827 - mape: 5.7827\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0033 - mape: 5.0033\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2363 - mape: 5.2363\n","6/6 [==============================] - 0s 3ms/step - loss: 2.3396 - mape: 2.3396\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4028 - mape: 4.4028\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9492 - mape: 4.9492\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 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1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 35\n","alpha: [9.         4.23989725]\n","beta: [11.          1.39806437]\n","delta: [11.          2.10650682]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1833 - mape: 6.1833\n","6/6 [==============================] - 0s 2ms/step - loss: 7.3300 - mape: 7.3300\n","6/6 [==============================] - 0s 3ms/step - loss: 1.7332 - mape: 1.7332\n","6/6 [==============================] - 0s 3ms/step - loss: 1.3592 - mape: 1.3592\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5915 - mape: 4.5915\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5787 - mape: 4.5787\n","6/6 [==============================] - 0s 4ms/step - loss: 4.9379 - mape: 4.9379\n","6/6 [==============================] - 0s 3ms/step - loss: 6.4754 - mape: 6.4754\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 36\n","alpha: [11.          1.39806437]\n","beta: [12.          1.35923874]\n","delta: [10.          3.53672171]\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8655 - mape: 2.8655\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4655 - mape: 5.4655\n","6/6 [==============================] - 0s 3ms/step - loss: 7.4419 - mape: 7.4419\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2308 - mape: 4.2308\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8092 - mape: 2.8092\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8332 - mape: 5.8332\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1476 - mape: 5.1476\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7510 - mape: 4.7510\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf 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1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 38\n","alpha: [11.          1.39806437]\n","beta: [10.          2.48092055]\n","delta: [11.          4.93730974]\n","6/6 [==============================] - 0s 2ms/step - loss: 5.6431 - mape: 5.6431\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1316 - mape: 6.1316\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9805 - mape: 5.9805\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6444 - mape: 5.6444\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6058 - mape: 5.6058\n","6/6 [==============================] - 0s 4ms/step - loss: 4.8166 - mape: 4.8166\n","6/6 [==============================] - 0s 2ms/step - loss: 4.1080 - mape: 4.1080\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3607 - mape: 5.3607\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 39\n","alpha: [10.          3.53672171]\n","beta: [10.          2.48092055]\n","delta: [11.          1.39806437]\n","6/6 [==============================] - 0s 2ms/step - loss: 2.5958 - mape: 2.5958\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2542 - mape: 4.2542\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3652 - mape: 4.3652\n","6/6 [==============================] - 0s 2ms/step - loss: 4.7085 - mape: 4.7085\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3044 - mape: 4.3044\n","6/6 [==============================] - 0s 2ms/step - loss: 5.3539 - mape: 5.3539\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6011 - mape: 3.6011\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6948 - mape: 3.6948\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf 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1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 41\n","alpha: [11.          1.39806437]\n","beta: [11.          2.10650682]\n","delta: [9.         4.23989725]\n","6/6 [==============================] - 0s 5ms/step - loss: 6.1175 - mape: 6.1175\n","6/6 [==============================] - 0s 3ms/step - loss: 6.7258 - mape: 6.7258\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9159 - mape: 3.9159\n","6/6 [==============================] - 0s 2ms/step - loss: 4.2425 - mape: 4.2425\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4018 - mape: 5.4018\n","6/6 [==============================] - 0s 4ms/step - loss: 3.7796 - mape: 3.7796\n","6/6 [==============================] - 0s 4ms/step - loss: 5.1872 - mape: 5.1872\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8775 - mape: 2.8775\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c84cf7a90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 42\n","alpha: [11.          1.39806437]\n","beta: [10.          2.48092055]\n","delta: [9.         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<GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 43\n","alpha: [11.          1.39806437]\n","beta: [10.          2.40726089]\n","delta: [10.          1.71250534]\n","6/6 [==============================] - 0s 2ms/step - loss: 3.7524 - mape: 3.7524\n","6/6 [==============================] - 0s 4ms/step - loss: 5.0380 - mape: 5.0380\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2154 - mape: 3.2154\n","6/6 [==============================] - 0s 2ms/step - loss: 3.1011 - mape: 3.1011\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4649 - mape: 4.4649\n","6/6 [==============================] - 0s 5ms/step - loss: 6.3036 - mape: 6.3036\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3546 - mape: 5.3546\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5760 - mape: 3.5760\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 44\n","alpha: [10.          1.71250534]\n","beta: [10.          2.48092055]\n","delta: [9.         2.51229548]\n","6/6 [==============================] - 0s 3ms/step - loss: 7.8403 - mape: 7.8403\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1856 - mape: 4.1856\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4566 - mape: 4.4566\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3403 - mape: 3.3403\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7104 - mape: 3.7104\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3654 - mape: 4.3654\n","6/6 [==============================] - 0s 3ms/step - loss: 7.4068 - mape: 7.4068\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9359 - mape: 4.9359\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6abd10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 45\n","alpha: [10.          1.83904231]\n","beta: [9.         2.51229548]\n","delta: [10.          3.53672171]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4741 - mape: 5.4741\n","6/6 [==============================] - 0s 3ms/step - loss: 2.6692 - mape: 2.6692\n","6/6 [==============================] - 0s 4ms/step - loss: 4.9286 - mape: 4.9286\n","6/6 [==============================] - 0s 5ms/step - loss: 2.9361 - mape: 2.9361\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9682 - mape: 3.9682\n","6/6 [==============================] - 0s 4ms/step - loss: 5.2781 - mape: 5.2781\n","6/6 [==============================] - 0s 4ms/step - loss: 6.3294 - mape: 6.3294\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3677 - mape: 4.3677\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 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3.6451\n","6/6 [==============================] - 0s 6ms/step - loss: 3.3817 - mape: 3.3817\n","6/6 [==============================] - 0s 2ms/step - loss: 5.8798 - mape: 5.8798\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 47\n","alpha: [10.          1.83904231]\n","beta: [11.          3.07846093]\n","delta: [11.          2.10650682]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5526 - mape: 5.5526\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2881 - mape: 3.2881\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3280 - mape: 4.3280\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1003 - mape: 6.1003\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4005 - mape: 3.4005\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4275 - mape: 3.4275\n","6/6 [==============================] - 0s 4ms/step - loss: 4.7894 - mape: 4.7894\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9040 - mape: 3.9040\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object 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[==============================] - 0s 3ms/step - loss: 6.7421 - mape: 6.7421\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6681 - mape: 3.6681\n","6/6 [==============================] - 0s 2ms/step - loss: 5.2695 - mape: 5.2695\n","[1. 1. 2. 2. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977450>]\n","[1. 2. 2. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","\n","Iteration: 50\n","alpha: [9.         2.51229548]\n","beta: [8.         6.71704865]\n","delta: [11.          1.39806437]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7937 - mape: 4.7937\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0892 - mape: 5.0892\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4843 - mape: 4.4843\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6183 - mape: 3.6183\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3890 - mape: 5.3890\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1294 - mape: 6.1294\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7854 - mape: 3.7854\n","6/6 [==============================] - 0s 4ms/step - loss: 2.7583 - mape: 2.7583\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object 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5.4785\n","6/6 [==============================] - 0s 2ms/step - loss: 3.7653 - mape: 3.7653\n","[1. 3. 1. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>]\n","[1. 3. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1.]\n","\n","Iteration: 52\n","alpha: [10.          2.66919041]\n","beta: [11.          2.10650682]\n","delta: [9.         2.51229548]\n","6/6 [==============================] - 0s 4ms/step - loss: 6.1711 - mape: 6.1711\n","6/6 [==============================] - 0s 2ms/step - loss: 4.0298 - mape: 4.0298\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1354 - mape: 4.1354\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5163 - mape: 5.5163\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4138 - mape: 4.4138\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0821 - mape: 4.0821\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3372 - mape: 3.3372\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0469 - mape: 3.0469\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>]\n","[1. 2. 2. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","\n","Iteration: 53\n","alpha: [11.          6.17113972]\n","beta: [9.         2.51229548]\n","delta: [11.          2.10650682]\n","6/6 [==============================] - 0s 4ms/step - loss: 8.1782 - mape: 8.1782\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8820 - mape: 4.8820\n","6/6 [==============================] - 0s 2ms/step - loss: 3.4606 - mape: 3.4606\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9087 - mape: 3.9087\n","6/6 [==============================] - 0s 4ms/step - loss: 5.6722 - mape: 5.6722\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1686 - mape: 3.1686\n","6/6 [==============================] - 0s 4ms/step - loss: 5.5539 - mape: 5.5539\n","6/6 [==============================] - 0s 2ms/step - loss: 5.8468 - mape: 5.8468\n","[1. 1. 3. 1. 1. 1. 1.]\n","[1. 1. 3. 1. 1. 1. 1.]\n","[1. 1. 3. 1. 1. 1. 1.]\n","Archive 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[==============================] - 0s 4ms/step - loss: 5.5586 - mape: 5.5586\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4959 - mape: 3.4959\n","6/6 [==============================] - 0s 2ms/step - loss: 4.1055 - mape: 4.1055\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0280 - mape: 3.0280\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977450>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 55\n","alpha: [11.          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4.5842\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9465 - mape: 5.9465\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1954 - mape: 6.1954\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>]\n","[1. 2. 2. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","\n","Iteration: 57\n","alpha: [11.          2.10650682]\n","beta: [9.         2.51229548]\n","delta: [12.          5.50246143]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9131 - mape: 4.9131\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2163 - mape: 4.2163\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3734 - mape: 3.3734\n","6/6 [==============================] - 0s 4ms/step - loss: 7.2154 - mape: 7.2154\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9093 - mape: 4.9093\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8719 - mape: 4.8719\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0338 - mape: 4.0338\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9052 - mape: 3.9052\n","[1. 3. 1. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1. 1.]\n","[1. 3. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87844f50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977450>\n"," <GreyWolf.GreyWolf 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1. 1.]\n","[1. 2. 3. 1. 1. 1.]\n","[1. 2. 3. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>]\n","[1. 2. 3. 1. 1.]\n","[1. 2. 3. 1.]\n","\n","Iteration: 59\n","alpha: [11.          2.10650682]\n","beta: [11.          5.18854237]\n","delta: [11.          1.39806437]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7271 - mape: 4.7271\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1384 - mape: 4.1384\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9120 - mape: 4.9120\n","6/6 [==============================] - 0s 2ms/step - loss: 5.6403 - mape: 5.6403\n","6/6 [==============================] - 0s 4ms/step - loss: 7.3212 - mape: 7.3212\n","6/6 [==============================] - 0s 2ms/step - loss: 6.2559 - mape: 6.2559\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0518 - mape: 3.0518\n","6/6 [==============================] - 0s 4ms/step - loss: 5.8248 - mape: 5.8248\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>]\n","[1. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 1.]\n","\n","Iteration: 60\n","alpha: [13.          4.72706413]\n","beta: [11.          1.39806437]\n","delta: [9.         2.51229548]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4199 - mape: 5.4199\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3934 - mape: 3.3934\n","6/6 [==============================] - 0s 5ms/step - loss: 4.7343 - mape: 4.7343\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9805 - mape: 4.9805\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6414 - mape: 5.6414\n","6/6 [==============================] - 0s 4ms/step - loss: 4.5093 - mape: 4.5093\n","6/6 [==============================] - 0s 4ms/step - loss: 6.5090 - mape: 6.5090\n","6/6 [==============================] - 0s 4ms/step - loss: 6.1970 - mape: 6.1970\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 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5.6745\n","6/6 [==============================] - 0s 4ms/step - loss: 5.6389 - mape: 5.6389\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9265 - mape: 4.9265\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>]\n","[1. 2. 2. 1. 1. 1.]\n","[2. 2. 1. 1. 1.]\n","\n","Iteration: 62\n","alpha: [11.          1.39806437]\n","beta: [9.         2.51229548]\n","delta: [12.          6.14944553]\n","6/6 [==============================] - 0s 2ms/step - loss: 4.5718 - mape: 4.5718\n","6/6 [==============================] - 0s 4ms/step - loss: 4.7455 - mape: 4.7455\n","6/6 [==============================] - 0s 3ms/step - loss: 6.3739 - mape: 6.3739\n","6/6 [==============================] - 0s 2ms/step - loss: 5.0989 - mape: 5.0989\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5044 - mape: 5.5044\n","6/6 [==============================] - 0s 4ms/step - loss: 3.1286 - mape: 3.1286\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3914 - mape: 4.3914\n","6/6 [==============================] - 0s 6ms/step - loss: 4.3453 - mape: 4.3453\n","[1. 1. 2. 2. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf 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1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8828a890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 64\n","alpha: [9.         3.12860608]\n","beta: [10.          2.36533546]\n","delta: [9.         2.51229548]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0830 - mape: 4.0830\n","6/6 [==============================] - 0s 4ms/step - loss: 3.1625 - mape: 3.1625\n","6/6 [==============================] - 0s 2ms/step - loss: 2.0800 - mape: 2.0800\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7776 - mape: 5.7776\n","6/6 [==============================] - 0s 3ms/step - loss: 9.4742 - mape: 9.4742\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5412 - mape: 4.5412\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4676 - mape: 3.4676\n","6/6 [==============================] - 0s 4ms/step - loss: 6.7132 - mape: 6.7132\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>]\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 65\n","alpha: [11.          1.39806437]\n","beta: [9.         2.08001256]\n","delta: [9.         3.12860608]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2839 - mape: 4.2839\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9716 - mape: 3.9716\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3744 - mape: 4.3744\n","6/6 [==============================] - 0s 4ms/step - loss: 8.5240 - mape: 8.5240\n","6/6 [==============================] - 0s 4ms/step - loss: 6.1361 - mape: 6.1361\n","6/6 [==============================] - 0s 3ms/step - loss: 6.0590 - mape: 6.0590\n","6/6 [==============================] - 0s 4ms/step - loss: 3.8979 - mape: 3.8979\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3939 - mape: 4.3939\n","[2. 1. 1. 2. 1. 1. 1.]\n","[2. 1. 1. 2. 1. 1. 1.]\n","[2. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d265950>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 2ms/step - loss: 4.1514 - mape: 4.1514\n","6/6 [==============================] - 0s 4ms/step - loss: 2.0478 - mape: 2.0478\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8188 - mape: 3.8188\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b2b50>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 67\n","alpha: [11.          2.10650682]\n","beta: [10.          2.36533546]\n","delta: [10.          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<GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 68\n","alpha: [11.          4.06905413]\n","beta: [9.         2.08001256]\n","delta: [9.         2.51229548]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8608 - mape: 5.8608\n","6/6 [==============================] - 0s 2ms/step - loss: 8.4846 - mape: 8.4846\n","6/6 [==============================] - 0s 4ms/step - loss: 2.7986 - mape: 2.7986\n","6/6 [==============================] - 0s 2ms/step - loss: 6.6855 - mape: 6.6855\n","6/6 [==============================] - 0s 3ms/step - loss: 2.7328 - mape: 2.7328\n","6/6 [==============================] - 0s 2ms/step - loss: 4.2299 - mape: 4.2299\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1080 - mape: 4.1080\n","6/6 [==============================] - 0s 2ms/step - loss: 1.8674 - mape: 1.8674\n","[1. 2. 3. 1. 1. 1.]\n","[1. 2. 3. 1. 1. 1.]\n","[1. 2. 3. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>]\n","[1. 2. 3. 1. 1.]\n","[1. 2. 3. 1.]\n","\n","Iteration: 69\n","alpha: [11.          2.10650682]\n","beta: [11.          1.39806437]\n","delta: [12.          6.68547821]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.8287 - mape: 6.8287\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9395 - mape: 3.9395\n","6/6 [==============================] - 0s 4ms/step - loss: 3.6647 - mape: 3.6647\n","6/6 [==============================] - 0s 2ms/step - loss: 4.4996 - mape: 4.4996\n","6/6 [==============================] - 0s 2ms/step - loss: 7.1373 - mape: 7.1373\n","6/6 [==============================] - 0s 2ms/step - loss: 4.7092 - mape: 4.7092\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5469 - mape: 4.5469\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2211 - mape: 4.2211\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 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3.9838\n","6/6 [==============================] - 0s 2ms/step - loss: 5.0545 - mape: 5.0545\n","6/6 [==============================] - 0s 2ms/step - loss: 6.7534 - mape: 6.7534\n","6/6 [==============================] - 0s 2ms/step - loss: 4.0028 - mape: 4.0028\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7554 - mape: 5.7554\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e95a790>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 72\n","alpha: [10.          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- mape: 1.6788\n","6/6 [==============================] - 0s 2ms/step - loss: 2.1641 - mape: 2.1641\n","6/6 [==============================] - 0s 2ms/step - loss: 4.2804 - mape: 4.2804\n","[2. 1. 2. 1. 1. 1. 1.]\n","[2. 1. 2. 1. 1. 1. 1.]\n","[2. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e33b710>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>]\n","[2. 1. 2. 1. 1. 1.]\n","[2. 1. 2. 1. 1.]\n","\n","Iteration: 74\n","alpha: [11.          4.75500154]\n","beta: [11.          1.67883635]\n","delta: [9.         3.12860608]\n","6/6 [==============================] - 0s 4ms/step - loss: 6.6417 - mape: 6.6417\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4734 - mape: 5.4734\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1588 - mape: 6.1588\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3733 - mape: 3.3733\n","6/6 [==============================] - 0s 4ms/step - loss: 2.2327 - mape: 2.2327\n","6/6 [==============================] - 0s 5ms/step - loss: 6.4232 - mape: 6.4232\n","6/6 [==============================] - 0s 5ms/step - loss: 4.8765 - mape: 4.8765\n","6/6 [==============================] - 0s 4ms/step - loss: 6.5261 - mape: 6.5261\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," 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mape: 6.4184\n","[1. 2. 1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977a50>]\n","[1. 2. 1. 2. 1. 1. 1.]\n","[2. 1. 2. 1. 1. 1.]\n","\n","Iteration: 76\n","alpha: [10.          2.36533546]\n","beta: [8.         4.26784992]\n","delta: [9.         3.12860608]\n","6/6 [==============================] - 0s 2ms/step - loss: 4.3572 - mape: 4.3572\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1053 - mape: 4.1053\n","6/6 [==============================] - 0s 3ms/step - loss: 7.1700 - mape: 7.1700\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2072 - mape: 3.2072\n","6/6 [==============================] - 0s 4ms/step - loss: 10.8727 - mape: 10.8727\n","6/6 [==============================] - 0s 4ms/step - loss: 6.5884 - mape: 6.5884\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5643 - mape: 5.5643\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5381 - mape: 3.5381\n","[2. 1. 1. 3. 1. 2.]\n","[2. 1. 1. 3. 1. 2.]\n","[2. 1. 1. 3. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," 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1.]\n","[2. 1. 1. 3. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977a50>]\n","[2. 1. 1. 3. 1. 1.]\n","[2. 1. 1. 3. 1.]\n","\n","Iteration: 78\n","alpha: [11.          1.39806437]\n","beta: [10.          6.33603382]\n","delta: [11.          1.67883635]\n","6/6 [==============================] - 0s 2ms/step - loss: 9.6990 - mape: 9.6990\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5020 - mape: 4.5020\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2492 - mape: 4.2492\n","6/6 [==============================] - 0s 4ms/step - loss: 7.2136 - mape: 7.2136\n","6/6 [==============================] - 0s 2ms/step - loss: 4.3456 - mape: 4.3456\n","6/6 [==============================] - 0s 2ms/step - loss: 6.9872 - mape: 6.9872\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5483 - mape: 3.5483\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8866 - mape: 2.8866\n","[2. 1. 3. 1. 2. 1.]\n","[2. 1. 3. 1. 2. 1.]\n","[2. 1. 3. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 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2.8600\n","6/6 [==============================] - 0s 4ms/step - loss: 5.0777 - mape: 5.0777\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9228 - mape: 4.9228\n","6/6 [==============================] - 0s 5ms/step - loss: 5.5929 - mape: 5.5929\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9032 - mape: 3.9032\n","[2. 1. 3. 1. 1. 1. 1.]\n","[2. 1. 3. 1. 1. 1. 1.]\n","[2. 1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>]\n","[2. 1. 3. 1. 1. 1.]\n","[2. 3. 1. 1. 1.]\n","\n","Iteration: 81\n","alpha: [11.          2.86002517]\n","beta: [9.         3.12860608]\n","delta: [11.          1.39806437]\n","6/6 [==============================] - 0s 4ms/step - loss: 1.8835 - mape: 1.8835\n","6/6 [==============================] - 0s 2ms/step - loss: 8.1130 - mape: 8.1130\n","6/6 [==============================] - 0s 4ms/step - loss: 2.9517 - mape: 2.9517\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9515 - mape: 3.9515\n","6/6 [==============================] - 0s 4ms/step - loss: 5.7734 - mape: 5.7734\n","6/6 [==============================] - 0s 4ms/step - loss: 7.1323 - mape: 7.1323\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2813 - mape: 4.2813\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1577 - mape: 5.1577\n","[2. 1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 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loss: 4.0080 - mape: 4.0080\n","6/6 [==============================] - 0s 3ms/step - loss: 7.1427 - mape: 7.1427\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9114 - mape: 5.9114\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4262 - mape: 5.4262\n","[1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 83\n","alpha: [10.          3.46146727]\n","beta: [9.         2.08001256]\n","delta: [11.          1.39806437]\n","6/6 [==============================] - 0s 2ms/step - loss: 3.6147 - mape: 3.6147\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9846 - mape: 3.9846\n","6/6 [==============================] - 0s 4ms/step - loss: 2.8980 - mape: 2.8980\n","6/6 [==============================] - 0s 2ms/step - loss: 2.0114 - mape: 2.0114\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2307 - mape: 3.2307\n","6/6 [==============================] - 0s 4ms/step - loss: 5.4383 - mape: 5.4383\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7972 - mape: 5.7972\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8977 - mape: 4.8977\n","[1. 1. 1. 1. 3. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 3. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 3. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object 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loss: 3.8659 - mape: 3.8659\n","6/6 [==============================] - 0s 4ms/step - loss: 5.7506 - mape: 5.7506\n","6/6 [==============================] - 0s 4ms/step - loss: 6.7416 - mape: 6.7416\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7508 - mape: 5.7508\n","[2. 2. 1. 1. 3. 1. 2.]\n","[2. 2. 1. 1. 3. 1. 2.]\n","[2. 2. 1. 1. 3. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9774d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977a50>]\n","[2. 2. 1. 1. 3. 2.]\n","[2. 2. 1. 3. 2.]\n","\n","Iteration: 85\n","alpha: [10.          4.47696209]\n","beta: [9.         3.12860608]\n","delta: [8.         7.68214941]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9863 - mape: 4.9863\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1665 - mape: 5.1665\n","6/6 [==============================] - 0s 4ms/step - loss: 2.4003 - mape: 2.4003\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7323 - mape: 5.7323\n","6/6 [==============================] - 0s 2ms/step - loss: 3.0625 - mape: 3.0625\n","6/6 [==============================] - 0s 3ms/step - loss: 6.7873 - mape: 6.7873\n","6/6 [==============================] - 0s 5ms/step - loss: 5.1058 - mape: 5.1058\n","6/6 [==============================] - 0s 2ms/step - loss: 2.2165 - mape: 2.2165\n","[3. 2. 1. 2. 1. 1. 1. 1.]\n","[3. 2. 1. 2. 1. 1. 1. 1.]\n","[3. 2. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," 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[==============================] - 0s 4ms/step - loss: 5.8601 - mape: 5.8601\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4594 - mape: 5.4594\n","6/6 [==============================] - 0s 4ms/step - loss: 6.1654 - mape: 6.1654\n","6/6 [==============================] - 0s 4ms/step - loss: 6.7630 - mape: 6.7630\n","6/6 [==============================] - 0s 5ms/step - loss: 5.8324 - mape: 5.8324\n","[1. 2. 1. 1. 2. 1. 1. 1. 2.]\n","[1. 2. 1. 1. 2. 1. 1. 1. 2.]\n","[1. 2. 1. 1. 2. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf 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5.5580\n","[1. 1. 1. 1. 2. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1aebd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>]\n","[1. 1. 1. 2. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1. 1.]\n","\n","Iteration: 88\n","alpha: [9.         2.08001256]\n","beta: [9.         3.12860608]\n","delta: [11.          1.39806437]\n","6/6 [==============================] - 0s 5ms/step - loss: 3.7252 - mape: 3.7252\n","6/6 [==============================] - 0s 2ms/step - loss: 9.4719 - mape: 9.4719\n","6/6 [==============================] - 0s 2ms/step - loss: 2.3499 - mape: 2.3499\n","6/6 [==============================] - 0s 3ms/step - loss: 7.0811 - mape: 7.0811\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6448 - mape: 5.6448\n","6/6 [==============================] - 0s 4ms/step - loss: 5.1505 - mape: 5.1505\n","6/6 [==============================] - 0s 4ms/step - loss: 6.5491 - mape: 6.5491\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4301 - mape: 3.4301\n","[1. 2. 1. 3. 1. 2. 2.]\n","[1. 2. 1. 3. 1. 2. 2.]\n","[1. 2. 1. 3. 1. 2. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977a50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1aebd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>]\n","[1. 2. 3. 1. 2. 2.]\n","[2. 3. 1. 2. 2.]\n","\n","Iteration: 89\n","alpha: [9.         3.12860608]\n","beta: [8.         2.40027761]\n","delta: [10.          7.08106518]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5225 - mape: 5.5225\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9406 - mape: 5.9406\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3242 - mape: 4.3242\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8712 - mape: 4.8712\n","6/6 [==============================] - 0s 2ms/step - loss: 2.9134 - mape: 2.9134\n","6/6 [==============================] - 0s 2ms/step - loss: 3.8811 - mape: 3.8811\n","6/6 [==============================] - 0s 6ms/step - loss: 4.2718 - mape: 4.2718\n","6/6 [==============================] - 0s 3ms/step - loss: 6.4622 - mape: 6.4622\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1aebd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e853610>]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 90\n","alpha: [10.          2.36533546]\n","beta: [11.          1.67883635]\n","delta: [9.         3.12860608]\n","6/6 [==============================] - 0s 4ms/step - loss: 5.9349 - mape: 5.9349\n","6/6 [==============================] - 0s 4ms/step - loss: 7.1496 - mape: 7.1496\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1248 - mape: 5.1248\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6822 - mape: 5.6822\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3000 - mape: 3.3000\n","6/6 [==============================] - 0s 2ms/step - loss: 5.3631 - mape: 5.3631\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7638 - mape: 5.7638\n","6/6 [==============================] - 0s 2ms/step - loss: 6.2392 - mape: 6.2392\n","[1. 1. 2. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e977110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1aebd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e853610>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>]\n","[1. 1. 2. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 2. 1. 1. 1.]\n","\n","Iteration: 91\n","alpha: [11.          1.39806437]\n","beta: [8.         4.27177429]\n","delta: [8.         2.40027761]\n","6/6 [==============================] - 0s 2ms/step - loss: 4.3793 - mape: 4.3793\n","6/6 [==============================] - 0s 4ms/step - loss: 4.7028 - mape: 4.7028\n","6/6 [==============================] - 0s 2ms/step - loss: 4.9115 - mape: 4.9115\n","6/6 [==============================] - 0s 4ms/step - loss: 5.9662 - mape: 5.9662\n","6/6 [==============================] - 0s 4ms/step - loss: 5.8463 - mape: 5.8463\n","6/6 [==============================] - 0s 4ms/step - loss: 2.5935 - mape: 2.5935\n","6/6 [==============================] - 0s 4ms/step - loss: 4.8842 - mape: 4.8842\n","6/6 [==============================] - 0s 4ms/step - loss: 5.7114 - mape: 5.7114\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1aebd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e853610>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b4850>]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 92\n","alpha: [8.         4.88422108]\n","beta: [10.          2.36533546]\n","delta: [9.         3.12860608]\n","6/6 [==============================] - 0s 4ms/step - loss: 4.9496 - mape: 4.9496\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3927 - mape: 4.3927\n","6/6 [==============================] - 0s 4ms/step - loss: 6.9279 - mape: 6.9279\n","6/6 [==============================] - 0s 5ms/step - loss: 2.8504 - mape: 2.8504\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7686 - mape: 4.7686\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6394 - mape: 3.6394\n","6/6 [==============================] - 0s 2ms/step - loss: 3.4732 - mape: 3.4732\n","6/6 [==============================] - 0s 2ms/step - loss: 3.2406 - mape: 3.2406\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1aebd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e853610>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b4850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 93\n","alpha: [8.         2.40027761]\n","beta: [9.        2.2327354]\n","delta: [9.         3.12860608]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.6667 - mape: 3.6667\n","6/6 [==============================] - 0s 2ms/step - loss: 4.6296 - mape: 4.6296\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1960 - mape: 6.1960\n","6/6 [==============================] - 0s 4ms/step - loss: 3.5182 - mape: 3.5182\n","6/6 [==============================] - 0s 2ms/step - loss: 6.1595 - mape: 6.1595\n","6/6 [==============================] - 0s 4ms/step - loss: 7.3226 - mape: 7.3226\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3375 - mape: 3.3375\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6563 - mape: 5.6563\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e853610>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b4850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1aebd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 94\n","alpha: [9.         2.08001256]\n","beta: [10.          2.36533546]\n","delta: [8.         2.40027761]\n","6/6 [==============================] - 0s 4ms/step - loss: 5.5927 - mape: 5.5927\n","6/6 [==============================] - 0s 3ms/step - loss: 6.0925 - mape: 6.0925\n","6/6 [==============================] - 0s 2ms/step - loss: 3.3114 - mape: 3.3114\n","6/6 [==============================] - 0s 3ms/step - loss: 6.9158 - mape: 6.9158\n","6/6 [==============================] - 0s 2ms/step - loss: 7.1432 - mape: 7.1432\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9108 - mape: 3.9108\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9700 - mape: 3.9700\n","6/6 [==============================] - 0s 2ms/step - loss: 5.6477 - mape: 5.6477\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e853610>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b4850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1aebd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 95\n","alpha: [9.         2.08001256]\n","beta: [11.          1.39806437]\n","delta: [8.         2.40027761]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6350 - mape: 3.6350\n","6/6 [==============================] - 0s 4ms/step - loss: 4.4408 - mape: 4.4408\n","6/6 [==============================] - 0s 2ms/step - loss: 6.0892 - mape: 6.0892\n","6/6 [==============================] - 0s 4ms/step - loss: 7.1324 - mape: 7.1324\n","6/6 [==============================] - 0s 4ms/step - loss: 5.7888 - mape: 5.7888\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5449 - mape: 4.5449\n","6/6 [==============================] - 0s 4ms/step - loss: 5.0869 - mape: 5.0869\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9069 - mape: 4.9069\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e853610>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b4850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1aebd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 96\n","alpha: [10.          2.36533546]\n","beta: [8.         4.88422108]\n","delta: [9.         2.08001256]\n","6/6 [==============================] - 0s 2ms/step - loss: 6.0142 - mape: 6.0142\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5327 - mape: 3.5327\n","6/6 [==============================] - 0s 4ms/step - loss: 5.7828 - mape: 5.7828\n","6/6 [==============================] - 0s 3ms/step - loss: 6.6275 - mape: 6.6275\n","6/6 [==============================] - 0s 2ms/step - loss: 4.3554 - mape: 4.3554\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1982 - mape: 4.1982\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4137 - mape: 4.4137\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9402 - mape: 4.9402\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c882b2b50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1aebd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b4850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baba210>]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 97\n","alpha: [8.         4.88422108]\n","beta: [11.          1.67883635]\n","delta: [9.        2.2327354]\n","6/6 [==============================] - 0s 2ms/step - loss: 2.9915 - mape: 2.9915\n","6/6 [==============================] - 0s 3ms/step - loss: 7.2488 - mape: 7.2488\n","6/6 [==============================] - 0s 4ms/step - loss: 6.6744 - mape: 6.6744\n","6/6 [==============================] - 0s 4ms/step - loss: 4.8951 - mape: 4.8951\n","6/6 [==============================] - 0s 4ms/step - loss: 1.8762 - mape: 1.8762\n","6/6 [==============================] - 0s 2ms/step - loss: 1.1351 - mape: 1.1351\n","6/6 [==============================] - 0s 4ms/step - loss: 3.5325 - mape: 3.5325\n","6/6 [==============================] - 0s 4ms/step - loss: 6.3404 - mape: 6.3404\n","[1. 1. 1. 1. 2. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e640b10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d1aebd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baba210>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b4850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c27890>]\n","[1. 1. 1. 1. 2. 1. 1. 2.]\n","[1. 1. 1. 1. 2. 1. 2.]\n","\n","Iteration: 98\n","alpha: [10.          1.71250534]\n","beta: [10.          2.36533546]\n","delta: [9.         3.12860608]\n","6/6 [==============================] - 0s 2ms/step - loss: 7.7304 - mape: 7.7304\n","6/6 [==============================] - 0s 2ms/step - loss: 2.6917 - mape: 2.6917\n","6/6 [==============================] - 0s 5ms/step - loss: 1.4616 - mape: 1.4616\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2435 - mape: 4.2435\n","6/6 [==============================] - 0s 3ms/step - loss: 7.4852 - mape: 7.4852\n","6/6 [==============================] - 0s 2ms/step - loss: 4.9607 - mape: 4.9607\n","6/6 [==============================] - 0s 4ms/step - loss: 6.7589 - mape: 6.7589\n","6/6 [==============================] - 0s 3ms/step - loss: 2.4134 - mape: 2.4134\n","[1. 1. 1. 1. 3. 1. 1. 2.]\n","[1. 1. 1. 1. 3. 1. 1. 2.]\n","[1. 1. 1. 1. 3. 1. 1. 2.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8d1aebd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e43ffd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8827b890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8798eb50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baba210>\n"," <GreyWolf.GreyWolf object at 0x7f3c882b4850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e42f310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c27890>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4cde50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d191c10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4d6750>]\n","[1. 1. 1. 1. 3. 1. 2.]\n","[1. 1. 1. 3. 1. 2.]\n","\n","Iteration: 99\n","alpha: [10.          1.71250534]\n","beta: [8.         3.53269339]\n","delta: [8.         4.88422108]\n","6/6 [==============================] - 0s 2ms/step - loss: 4.9247 - mape: 4.9247\n","6/6 [==============================] - 0s 4ms/step - loss: 6.0520 - mape: 6.0520\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0846 - mape: 5.0846\n","6/6 [==============================] - 0s 5ms/step - loss: 6.4935 - mape: 6.4935\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3314 - mape: 3.3314\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5721 - mape: 6.5721\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0405 - mape: 5.0405\n","6/6 [==============================] - 0s 3ms/step - loss: 7.4255 - mape: 7.4255\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"-Z8P-yAQxVvt","executionInfo":{"status":"ok","timestamp":1634041301263,"user_tz":-330,"elapsed":62,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"41f337f0-003e-44be-f1e4-20600825e048"},"source":["for nonD in bgwo3.archive:\n","  print(nonD.cost, nonD.position)"],"id":"-Z8P-yAQxVvt","execution_count":29,"outputs":[{"output_type":"stream","name":"stdout","text":["[8.         2.40027761] [0 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0]\n","[9.        2.2327354] [0 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 0 1 0 1 0 0 0]\n","[9.         2.08001256] [0 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 0 1 0 1 0 0 0]\n","[11.          1.39806437] [0 1 1 0 0 0 1 0 0 0 0 0 0 1 1 0 0 1 0 0 0 1 1 0 1 0 1 0 0 1]\n","[11.          1.67883635] [0 1 1 0 0 0 1 0 0 0 0 0 0 1 1 0 0 1 0 0 0 1 1 0 1 0 1 1 0 0]\n","[9.         1.13508821] [0 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 0 1 0 1 0 0 0]\n","[10.          2.36533546] [0 1 1 0 0 0 1 0 0 0 0 0 0 1 1 0 0 1 0 0 0 1 1 0 1 0 1 0 0 0]\n","[9.        2.4134419] [0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 0 1 0 1 0 0 1]\n","[10.          1.71250534] [0 1 1 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 1 1 0 1 0 1 0 0 1]\n","[8.         3.53269339] [0 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0]\n","[7.       3.331429] [0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0]\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":279},"id":"GyyZNjXZY7TM","executionInfo":{"status":"ok","timestamp":1634041301264,"user_tz":-330,"elapsed":25,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"553e0809-5943-45c2-c87d-1ef07e69009c"},"source":["plot_archive(bgwo3.archive)"],"id":"GyyZNjXZY7TM","execution_count":30,"outputs":[{"output_type":"display_data","data":{"image/png":"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\n","text/plain":["<Figure size 432x288 with 1 Axes>"]},"metadata":{"needs_background":"light"}}]},{"cell_type":"markdown","metadata":{"id":"wNaK9zOHajX7"},"source":["#### Dataset 4"],"id":"wNaK9zOHajX7"},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"yujQbuUAxWxp","executionInfo":{"status":"ok","timestamp":1634041301824,"user_tz":-330,"elapsed":578,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"30aa5011-2856-47b0-8a54-06ed50d22041"},"source":["inFile4 = \"/content/gdrive/My Drive/GWO/Dataset/UCI_DATA/Ionosphere/Ionosphere-final.csv\"\n","data4 = pd.read_csv(inFile4)\n","data4 = data4.rename(columns={\"quality\": \"target\"})\n","data4.head"],"id":"yujQbuUAxWxp","execution_count":31,"outputs":[{"output_type":"execute_result","data":{"text/plain":["<bound method NDFrame.head of      0  1        2        3  ...       31       32       33  target\n","0    1  0  0.99539 -0.05889  ... -0.54487  0.18641 -0.45300       1\n","1    1  0  1.00000 -0.18829  ... -0.06288 -0.13738 -0.02447       2\n","2    1  0  1.00000 -0.03365  ... -0.24180  0.56045 -0.38238       1\n","3    1  0  1.00000 -0.45161  ...  1.00000 -0.32382  1.00000       2\n","4    1  0  1.00000 -0.02401  ... -0.59573 -0.04608 -0.65697       1\n","..  .. ..      ...      ...  ...      ...      ...      ...     ...\n","346  1  0  0.83508  0.08298  ... -0.10714  0.90546 -0.04307       1\n","347  1  0  0.95113  0.00419  ... -0.00035  0.91483  0.04712       1\n","348  1  0  0.94701 -0.00034  ...  0.00442  0.92697 -0.00577       1\n","349  1  0  0.90608 -0.01657  ... -0.03757  0.87403 -0.16243       1\n","350  1  0  0.84710  0.13533  ... -0.06678  0.85764 -0.06151       1\n","\n","[351 rows x 35 columns]>"]},"metadata":{},"execution_count":31}]},{"cell_type":"code","metadata":{"id":"2WtKgTiFbk-N","executionInfo":{"status":"ok","timestamp":1634041301826,"user_tz":-330,"elapsed":20,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}}},"source":["bgwo4 = BMOGWO(dataset=data4, greyWolvesNum=8, archiveSize=30, maxIt= maxIter)"],"id":"2WtKgTiFbk-N","execution_count":32,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"CY_8Yb8Rbk-Q","executionInfo":{"status":"ok","timestamp":1634042540119,"user_tz":-330,"elapsed":1238308,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"baa0735c-f4a4-4e4a-d91f-f7165d1ff6f8"},"source":["bgwo4.optimize()"],"id":"CY_8Yb8Rbk-Q","execution_count":33,"outputs":[{"output_type":"stream","name":"stdout","text":["4/4 [==============================] - 0s 3ms/step - loss: 10.2313 - mape: 10.2313\n","4/4 [==============================] - 0s 3ms/step - loss: 10.0637 - mape: 10.0637\n","4/4 [==============================] - 0s 4ms/step - loss: 10.6762 - mape: 10.6762\n","4/4 [==============================] - 0s 3ms/step - loss: 11.8318 - mape: 11.8318\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2492 - mape: 9.2492\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0336 - mape: 9.0336\n","4/4 [==============================] - 0s 5ms/step - loss: 9.5229 - mape: 9.5229\n","4/4 [==============================] - 0s 3ms/step - loss: 13.4115 - 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12.1436\n","4/4 [==============================] - 0s 2ms/step - loss: 8.7834 - mape: 8.7834\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0654 - mape: 9.0654\n","4/4 [==============================] - 0s 3ms/step - loss: 11.7543 - mape: 11.7543\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e6c0810>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87939610>\n"," <GreyWolf.GreyWolf object at 0x7f3c8794fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87828110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e945850>]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 1\n","alpha: [14.         10.67615986]\n","beta: [20.          9.06536674]\n","delta: [18.          9.52292156]\n","4/4 [==============================] - 0s 3ms/step - loss: 11.1871 - mape: 11.1871\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7569 - mape: 8.7569\n","4/4 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[==============================] - 0s 3ms/step - loss: 7.9981 - mape: 7.9981\n","4/4 [==============================] - 0s 3ms/step - loss: 7.9874 - mape: 7.9874\n","4/4 [==============================] - 0s 3ms/step - loss: 10.0593 - mape: 10.0593\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e6c0810>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8794fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e318050>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bacbbd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3c290>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4c6a10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4c68d0>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 4\n","alpha: [19.          8.65132332]\n","beta: [17.          8.94241142]\n","delta: [19.          7.98744106]\n","4/4 [==============================] - 0s 3ms/step - loss: 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mape: 8.5136\n","4/4 [==============================] - 0s 7ms/step - loss: 9.3862 - mape: 9.3862\n","4/4 [==============================] - 0s 5ms/step - loss: 8.3815 - mape: 8.3815\n","4/4 [==============================] - 0s 3ms/step - loss: 11.8538 - mape: 11.8538\n","4/4 [==============================] - 0s 3ms/step - loss: 11.1366 - mape: 11.1366\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8794fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e70a990>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bacbbd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6c0810>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4c68d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87924b90>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 7\n","alpha: [14.         10.67615986]\n","beta: [16.         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loss: 9.1300 - mape: 9.1300\n","4/4 [==============================] - 0s 3ms/step - loss: 10.2955 - mape: 10.2955\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8794fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e70a990>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bacbbd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c87924b90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafb7d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6c0810>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 9\n","alpha: [17.          7.96097088]\n","beta: [17.          8.94241142]\n","delta: [14.         10.67615986]\n","4/4 [==============================] - 0s 3ms/step - loss: 7.8599 - mape: 7.8599\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6353 - mape: 9.6353\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5287 - mape: 8.5287\n","4/4 [==============================] - 0s 4ms/step - loss: 8.4063 - mape: 8.4063\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8460 - mape: 8.8460\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3492 - mape: 9.3492\n","4/4 [==============================] - 0s 4ms/step - loss: 9.2176 - mape: 9.2176\n","4/4 [==============================] - 0s 4ms/step - loss: 9.6672 - mape: 9.6672\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8794fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c87924b90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafb7d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6c0810>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e70a990>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 3ms/step - loss: 9.0993 - mape: 9.0993\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3581 - mape: 8.3581\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3955 - mape: 9.3955\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c87924b90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafb7d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6c0810>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e70a990>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bacbbd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c82fd0>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 12\n","alpha: [17.          7.96097088]\n","beta: [19.          7.44411707]\n","delta: [13.         11.83181381]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4750 - mape: 9.4750\n","4/4 [==============================] - 0s 5ms/step - loss: 9.9813 - mape: 9.9813\n","4/4 [==============================] - 0s 3ms/step - loss: 5.8030 - mape: 5.8030\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2243 - mape: 9.2243\n","4/4 [==============================] - 0s 3ms/step - loss: 10.0326 - mape: 10.0326\n","4/4 [==============================] - 0s 3ms/step - loss: 8.0004 - mape: 8.0004\n","4/4 [==============================] - 0s 3ms/step - loss: 8.0202 - mape: 8.0202\n","4/4 [==============================] - 0s 3ms/step - loss: 8.9233 - mape: 8.9233\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8bafb7d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6c0810>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bacbbd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c82fd0>\n"," <GreyWolf.GreyWolf object at 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1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8bafb7d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c82fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e70a990>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6c0810>\n"," <GreyWolf.GreyWolf object at 0x7f3c8791ccd0>]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","\n","Iteration: 14\n","alpha: [16.         9.5487566]\n","beta: [13.         11.83181381]\n","delta: [16.          5.80303478]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1838 - mape: 9.1838\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9394 - mape: 9.9394\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7750 - mape: 9.7750\n","4/4 [==============================] - 0s 3ms/step - loss: 11.6894 - mape: 11.6894\n","4/4 [==============================] - 0s 4ms/step - loss: 8.4701 - mape: 8.4701\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7046 - mape: 9.7046\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9857 - mape: 9.9857\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4097 - mape: 9.4097\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84c82fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e70a990>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6c0810>\n"," <GreyWolf.GreyWolf object at 0x7f3c8791ccd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafb7d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","\n","Iteration: 15\n","alpha: [14.         10.67615986]\n","beta: [16.          5.80303478]\n","delta: [16.         9.5487566]\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1504 - mape: 10.1504\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0414 - mape: 9.0414\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7712 - mape: 9.7712\n","4/4 [==============================] - 0s 4ms/step - loss: 8.0984 - mape: 8.0984\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5292 - mape: 9.5292\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8640 - mape: 7.8640\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5320 - mape: 9.5320\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0089 - mape: 9.0089\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84c82fd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e70a990>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8791ccd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafb7d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6c0810>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>]\n","[1. 1. 1. 1. 1. 2.]\n","[1. 1. 1. 1. 2.]\n","\n","Iteration: 16\n","alpha: [19.          7.44411707]\n","beta: [13.         11.83181381]\n","delta: [14.         10.67615986]\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8652 - mape: 7.8652\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1879 - mape: 9.1879\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8141 - mape: 8.8141\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8002 - mape: 9.8002\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2665 - mape: 8.2665\n","4/4 [==============================] - 0s 3ms/step - loss: 8.3824 - mape: 8.3824\n","4/4 [==============================] - 0s 5ms/step - loss: 11.4525 - mape: 11.4525\n","4/4 [==============================] - 0s 4ms/step - loss: 9.6549 - mape: 9.6549\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e70a990>\n"," <GreyWolf.GreyWolf object at 0x7f3c8791ccd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafb7d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6c0810>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","\n","Iteration: 17\n","alpha: [16.          5.80303478]\n","beta: [16.         9.5487566]\n","delta: [13.         11.83181381]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.4302 - mape: 8.4302\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8428 - mape: 9.8428\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6480 - mape: 10.6480\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3210 - mape: 10.3210\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8200 - mape: 9.8200\n","4/4 [==============================] - 0s 3ms/step - loss: 8.4900 - mape: 8.4900\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7762 - mape: 9.7762\n","4/4 [==============================] - 0s 3ms/step - loss: 10.7393 - mape: 10.7393\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e70a990>\n"," <GreyWolf.GreyWolf object at 0x7f3c8791ccd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e6c0810>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafb7d0>]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","\n","Iteration: 18\n","alpha: [14.         10.67615986]\n","beta: [13.         11.83181381]\n","delta: [16.          5.80303478]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0087 - mape: 9.0087\n","4/4 [==============================] - 0s 3ms/step - loss: 11.1774 - mape: 11.1774\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7727 - mape: 8.7727\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5649 - mape: 9.5649\n","4/4 [==============================] - 0s 3ms/step - loss: 7.8896 - mape: 7.8896\n","4/4 [==============================] - 0s 4ms/step - loss: 9.2774 - mape: 9.2774\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8584 - mape: 8.8584\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1897 - mape: 10.1897\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8791ccd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafb7d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c70150>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 19\n","alpha: [15.          7.88959885]\n","beta: [13.         11.83181381]\n","delta: [17.          8.70455837]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6076 - mape: 8.6076\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1693 - mape: 8.1693\n","4/4 [==============================] - 0s 4ms/step - loss: 10.4357 - mape: 10.4357\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7001 - mape: 8.7001\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1064 - mape: 8.1064\n","4/4 [==============================] - 0s 5ms/step - loss: 7.4824 - mape: 7.4824\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5227 - mape: 9.5227\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5884 - mape: 9.5884\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafb7d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c70150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","\n","Iteration: 20\n","alpha: [16.         9.5487566]\n","beta: [14.          7.86518097]\n","delta: [13.         11.83181381]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9241 - mape: 9.9241\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9479 - mape: 8.9479\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7997 - mape: 9.7997\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6345 - mape: 10.6345\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4969 - mape: 9.4969\n","4/4 [==============================] - 0s 2ms/step - loss: 7.5782 - mape: 7.5782\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2133 - mape: 9.2133\n","4/4 [==============================] - 0s 4ms/step - loss: 11.3847 - mape: 11.3847\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c70150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bafb7d0>\n"," <GreyWolf.GreyWolf object at 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at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c70150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d0729d0>]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2.]\n","\n","Iteration: 22\n","alpha: [14.          7.86518097]\n","beta: [19.          7.44411707]\n","delta: [13.         11.83181381]\n","4/4 [==============================] - 0s 4ms/step - loss: 10.1455 - mape: 10.1455\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3179 - mape: 8.3179\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3488 - mape: 9.3488\n","4/4 [==============================] - 0s 4ms/step - loss: 9.9719 - mape: 9.9719\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1722 - mape: 9.1722\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4274 - mape: 9.4274\n","4/4 [==============================] - 0s 4ms/step - loss: 8.4451 - mape: 8.4451\n","4/4 [==============================] - 0s 4ms/step - loss: 10.7760 - mape: 10.7760\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84c70150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d0729d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","\n","Iteration: 23\n","alpha: [11.          9.56493664]\n","beta: [16.          5.80303478]\n","delta: [19.          7.44411707]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5362 - mape: 9.5362\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3137 - mape: 9.3137\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5108 - mape: 9.5108\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3775 - mape: 8.3775\n","4/4 [==============================] - 0s 5ms/step - loss: 9.1654 - mape: 9.1654\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9979 - mape: 8.9979\n","4/4 [==============================] - 0s 3ms/step - loss: 7.9425 - mape: 7.9425\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7084 - mape: 9.7084\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84c70150>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e2fec10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d0729d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","\n","Iteration: 24\n","alpha: [14.          8.96486473]\n","beta: [11.          9.56493664]\n","delta: [19.          7.44411707]\n","4/4 [==============================] - 0s 7ms/step - loss: 8.2389 - mape: 8.2389\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7408 - mape: 8.7408\n","4/4 [==============================] - 0s 3ms/step - loss: 8.9514 - mape: 8.9514\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0305 - mape: 9.0305\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3608 - mape: 9.3608\n","4/4 [==============================] - 0s 2ms/step - loss: 9.1876 - mape: 9.1876\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8303 - mape: 9.8303\n","4/4 [==============================] - 0s 2ms/step - loss: 10.3887 - mape: 10.3887\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 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[==============================] - 0s 4ms/step - loss: 9.6293 - mape: 9.6293\n","4/4 [==============================] - 0s 4ms/step - loss: 9.6079 - mape: 9.6079\n","4/4 [==============================] - 0s 4ms/step - loss: 11.3237 - mape: 11.3237\n","4/4 [==============================] - 0s 4ms/step - loss: 10.6920 - mape: 10.6920\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d0729d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e667310>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 26\n","alpha: [16.          5.80303478]\n","beta: [15.          7.48236656]\n","delta: [14.    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9.7361\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3361 - mape: 8.3361\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d0729d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e667310>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 28\n","alpha: [16.          5.80303478]\n","beta: [19.          7.44411707]\n","delta: [11.          9.56493664]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8391 - mape: 9.8391\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8369 - mape: 8.8369\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9773 - mape: 9.9773\n","4/4 [==============================] - 0s 2ms/step - loss: 10.6222 - mape: 10.6222\n","4/4 [==============================] - 0s 5ms/step - loss: 10.4663 - mape: 10.4663\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3588 - mape: 8.3588\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0258 - mape: 9.0258\n","4/4 [==============================] - 0s 4ms/step - loss: 10.2292 - mape: 10.2292\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d0729d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e667310>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e3a4650>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 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loss: 10.2115 - mape: 10.2115\n","4/4 [==============================] - 0s 5ms/step - loss: 9.8113 - mape: 9.8113\n","4/4 [==============================] - 0s 3ms/step - loss: 10.8347 - mape: 10.8347\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d0729d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea625d0>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 31\n","alpha: [12.          7.97084713]\n","beta: [15.          7.48236656]\n","delta: [16.          5.80303478]\n","4/4 [==============================] - 0s 5ms/step - loss: 9.5808 - mape: 9.5808\n","4/4 [==============================] - 0s 4ms/step - loss: 8.4935 - mape: 8.4935\n","4/4 [==============================] - 0s 5ms/step - loss: 9.1694 - mape: 9.1694\n","4/4 [==============================] - 0s 4ms/step - loss: 8.4381 - mape: 8.4381\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7107 - mape: 8.7107\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6715 - mape: 8.6715\n","4/4 [==============================] - 0s 3ms/step - loss: 8.4270 - mape: 8.4270\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4969 - mape: 9.4969\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d0729d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>\n"," 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1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea625d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d0729d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 33\n","alpha: [15.          6.88228893]\n","beta: [15.         6.2832675]\n","delta: [14.          7.86518097]\n","4/4 [==============================] - 0s 4ms/step - loss: 6.7254 - mape: 6.7254\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7984 - mape: 8.7984\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0770 - mape: 9.0770\n","4/4 [==============================] - 0s 4ms/step - loss: 9.2206 - mape: 9.2206\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5347 - mape: 9.5347\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6312 - mape: 10.6312\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8817 - mape: 7.8817\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3044 - mape: 8.3044\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea625d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8d0729d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 34\n","alpha: [14.          7.86518097]\n","beta: [15.          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5ms/step - loss: 9.0053 - mape: 9.0053\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7003 - mape: 9.7003\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8bae8290>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea625d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e316ad0>]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 36\n","alpha: [14.          7.86518097]\n","beta: [12.          7.97084713]\n","delta: [13.          8.73340893]\n","4/4 [==============================] - 0s 5ms/step - loss: 9.7753 - mape: 9.7753\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4298 - mape: 9.4298\n","4/4 [==============================] - 0s 2ms/step - loss: 10.2577 - mape: 10.2577\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0181 - mape: 9.0181\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7470 - mape: 8.7470\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8320 - mape: 8.8320\n","4/4 [==============================] - 0s 4ms/step - loss: 7.7040 - mape: 7.7040\n","4/4 [==============================] - 0s 4ms/step - loss: 10.5192 - mape: 10.5192\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e316ad0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea625d0>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 5ms/step - loss: 8.4461 - mape: 8.4461\n","4/4 [==============================] - 0s 5ms/step - loss: 10.4787 - mape: 10.4787\n","4/4 [==============================] - 0s 6ms/step - loss: 8.3808 - mape: 8.3808\n","4/4 [==============================] - 0s 5ms/step - loss: 9.2600 - mape: 9.2600\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea625d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3c810>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7ef8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 39\n","alpha: [16.          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mape: 8.3956\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1057 - mape: 9.1057\n","4/4 [==============================] - 0s 5ms/step - loss: 7.6532 - mape: 7.6532\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7ef8d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c855df210>\n"," <GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87791850>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 41\n","alpha: [10.          9.45977306]\n","beta: [11.          8.44608784]\n","delta: [15.         6.2832675]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8663 - mape: 8.8663\n","4/4 [==============================] - 0s 5ms/step - loss: 7.6634 - mape: 7.6634\n","4/4 [==============================] - 0s 4ms/step - loss: 11.3845 - mape: 11.3845\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8979 - mape: 9.8979\n","4/4 [==============================] - 0s 4ms/step - loss: 8.0928 - mape: 8.0928\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7592 - mape: 8.7592\n","4/4 [==============================] - 0s 5ms/step - loss: 7.6124 - mape: 7.6124\n","4/4 [==============================] - 0s 4ms/step - loss: 9.9953 - mape: 9.9953\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 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0s 4ms/step - loss: 9.2830 - mape: 9.2830\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea99850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9b1650>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c87791850>\n"," <GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c855df210>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 43\n","alpha: [11.          7.61235905]\n","beta: [15.         6.2832675]\n","delta: [16.          5.80303478]\n","4/4 [==============================] - 0s 4ms/step - loss: 10.0991 - mape: 10.0991\n","4/4 [==============================] - 0s 5ms/step - loss: 8.5470 - mape: 8.5470\n","4/4 [==============================] 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<GreyWolf.GreyWolf object at 0x7f3c8e85f110>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 44\n","alpha: [11.          7.61235905]\n","beta: [12.          7.65317154]\n","delta: [14.          7.86518097]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5178 - mape: 9.5178\n","4/4 [==============================] - 0s 2ms/step - loss: 8.4260 - mape: 8.4260\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8162 - mape: 8.8162\n","4/4 [==============================] - 0s 2ms/step - loss: 9.0305 - mape: 9.0305\n","4/4 [==============================] - 0s 5ms/step - loss: 7.6017 - mape: 7.6017\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8420 - mape: 9.8420\n","4/4 [==============================] - 0s 5ms/step - loss: 9.0573 - mape: 9.0573\n","4/4 [==============================] - 0s 4ms/step - loss: 10.0025 - mape: 10.0025\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 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8.4941\n","4/4 [==============================] - 0s 6ms/step - loss: 9.3178 - mape: 9.3178\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8818 - mape: 7.8818\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4936 - mape: 9.4936\n","4/4 [==============================] - 0s 5ms/step - loss: 9.0593 - mape: 9.0593\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c855df210>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e85f110>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c87791850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e328450>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 46\n","alpha: [12. 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[==============================] - 0s 5ms/step - loss: 9.9020 - mape: 9.9020\n","4/4 [==============================] - 0s 5ms/step - loss: 9.3545 - mape: 9.3545\n","4/4 [==============================] - 0s 5ms/step - loss: 10.9254 - mape: 10.9254\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c855df210>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e328450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c87791850>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 48\n","alpha: [15.         6.2832675]\n","beta: [10.          9.45977306]\n","delta: [15.          6.88228893]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7609 - mape: 9.7609\n","4/4 [==============================] - 0s 6ms/step - loss: 8.5617 - mape: 8.5617\n","4/4 [==============================] - 0s 6ms/step - loss: 8.8523 - mape: 8.8523\n","4/4 [==============================] - 0s 3ms/step - loss: 7.1749 - mape: 7.1749\n","4/4 [==============================] - 0s 5ms/step - loss: 10.5965 - mape: 10.5965\n","4/4 [==============================] - 0s 6ms/step - loss: 8.9031 - mape: 8.9031\n","4/4 [==============================] - 0s 6ms/step - loss: 8.0628 - mape: 8.0628\n","4/4 [==============================] - 0s 5ms/step - loss: 8.7599 - mape: 8.7599\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e328450>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 5ms/step - loss: 8.7270 - mape: 8.7270\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5100 - mape: 8.5100\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c855df210>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e328450>\n"," <GreyWolf.GreyWolf object at 0x7f3c87791850>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 50\n","alpha: [16.          5.80303478]\n","beta: [15.          6.88228893]\n","delta: [12.          7.60168648]\n","4/4 [==============================] - 0s 6ms/step - loss: 8.7427 - mape: 8.7427\n","4/4 [==============================] - 0s 3ms/step - loss: 7.6182 - mape: 7.6182\n","4/4 [==============================] - 0s 4ms/step - loss: 8.4144 - mape: 8.4144\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1147 - mape: 8.1147\n","4/4 [==============================] - 0s 5ms/step - loss: 9.3768 - mape: 9.3768\n","4/4 [==============================] - 0s 4ms/step - loss: 8.4968 - mape: 8.4968\n","4/4 [==============================] - 0s 4ms/step - loss: 11.4783 - mape: 11.4783\n","4/4 [==============================] - 0s 2ms/step - loss: 9.0550 - mape: 9.0550\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c855df210>\n"," <GreyWolf.GreyWolf object at 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5ms/step - loss: 10.3728 - mape: 10.3728\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c855df210>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e328450>\n"," <GreyWolf.GreyWolf object at 0x7f3c87791850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 52\n","alpha: [16.          5.80303478]\n","beta: [11.          7.61235905]\n","delta: [10.          9.45977306]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4299 - mape: 9.4299\n","4/4 [==============================] - 0s 3ms/step - loss: 7.8036 - mape: 7.8036\n","4/4 [==============================] - 0s 5ms/step - loss: 7.9449 - mape: 7.9449\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1765 - mape: 8.1765\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7264 - mape: 8.7264\n","4/4 [==============================] - 0s 5ms/step - loss: 8.8130 - mape: 8.8130\n","4/4 [==============================] - 0s 4ms/step - loss: 9.9109 - mape: 9.9109\n","4/4 [==============================] - 0s 6ms/step - loss: 8.9838 - mape: 8.9838\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c855df210>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e328450>\n"," <GreyWolf.GreyWolf object at 0x7f3c87791850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf 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1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c855df210>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e328450>\n"," <GreyWolf.GreyWolf object at 0x7f3c87791850>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 54\n","alpha: [11.          8.44608784]\n","beta: [11.          7.61235905]\n","delta: [15.         6.2832675]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8931 - mape: 9.8931\n","4/4 [==============================] - 0s 5ms/step - loss: 7.6345 - mape: 7.6345\n","4/4 [==============================] - 0s 5ms/step - loss: 9.5921 - mape: 9.5921\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2581 - mape: 8.2581\n","4/4 [==============================] - 0s 5ms/step - loss: 10.5622 - mape: 10.5622\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1545 - mape: 8.1545\n","4/4 [==============================] - 0s 5ms/step - loss: 8.7471 - mape: 8.7471\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4623 - mape: 9.4623\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c855df210>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e328450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e4b9f10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 55\n","alpha: [12.          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loss: 7.9911 - mape: 7.9911\n","4/4 [==============================] - 0s 8ms/step - loss: 9.9744 - mape: 9.9744\n","4/4 [==============================] - 0s 3ms/step - loss: 8.4936 - mape: 8.4936\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c855df210>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84dbc1d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e328450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 57\n","alpha: [15.         6.2832675]\n","beta: [11.          7.61235905]\n","delta: [10.          9.45977306]\n","4/4 [==============================] - 0s 5ms/step - 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0s 5ms/step - loss: 8.5452 - mape: 8.5452\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e328450>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d4ab50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 59\n","alpha: [12.          7.60168648]\n","beta: [11.          8.36414528]\n","delta: [10.          8.49802685]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2122 - mape: 8.2122\n","4/4 [==============================] - 0s 5ms/step - loss: 7.7440 - mape: 7.7440\n","4/4 [==============================] - 0s 5ms/step - loss: 10.3029 - mape: 10.3029\n","4/4 [==============================] - 0s 5ms/step - loss: 11.4252 - mape: 11.4252\n","4/4 [==============================] - 0s 7ms/step - loss: 8.2189 - mape: 8.2189\n","4/4 [==============================] - 0s 5ms/step - loss: 8.3059 - mape: 8.3059\n","4/4 [==============================] - 0s 5ms/step - loss: 9.0587 - mape: 9.0587\n","4/4 [==============================] - 0s 5ms/step - loss: 9.2338 - mape: 9.2338\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e328450>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 2ms/step - loss: 8.5337 - mape: 8.5337\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3347 - mape: 8.3347\n","4/4 [==============================] - 0s 3ms/step - loss: 10.9914 - mape: 10.9914\n","4/4 [==============================] - 0s 6ms/step - loss: 9.2165 - mape: 9.2165\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e328450>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d4ab50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 62\n","alpha: [15.         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mape: 9.1817\n","4/4 [==============================] - 0s 2ms/step - loss: 8.6937 - mape: 8.6937\n","4/4 [==============================] - 0s 3ms/step - loss: 7.2785 - mape: 7.2785\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d4ab50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c9d90>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 64\n","alpha: [15.         6.2832675]\n","beta: [13.          6.87572956]\n","delta: [10.          8.49802685]\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5885 - mape: 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5ms/step - loss: 11.2166 - mape: 11.2166\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d4ab50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c9d90>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 66\n","alpha: [14.          6.49603891]\n","beta: [16.          5.80303478]\n","delta: [10.          8.49802685]\n","4/4 [==============================] - 0s 5ms/step - loss: 7.7143 - mape: 7.7143\n","4/4 [==============================] - 0s 5ms/step - loss: 8.7505 - mape: 8.7505\n","4/4 [==============================] - 0s 6ms/step - loss: 8.7781 - mape: 8.7781\n","4/4 [==============================] - 0s 6ms/step - loss: 8.8687 - mape: 8.8687\n","4/4 [==============================] - 0s 5ms/step - loss: 8.8857 - mape: 8.8857\n","4/4 [==============================] - 0s 6ms/step - loss: 9.6664 - mape: 9.6664\n","4/4 [==============================] - 0s 5ms/step - loss: 8.4028 - mape: 8.4028\n","4/4 [==============================] - 0s 6ms/step - loss: 9.3390 - mape: 9.3390\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d4ab50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c9d90>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>\n"," <GreyWolf.GreyWolf object at 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[==============================] - 0s 5ms/step - loss: 7.9946 - mape: 7.9946\n","4/4 [==============================] - 0s 6ms/step - loss: 9.0702 - mape: 9.0702\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6611 - mape: 8.6611\n","4/4 [==============================] - 0s 6ms/step - loss: 8.2828 - mape: 8.2828\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d4ab50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c9d90>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>]\n","[2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 69\n","alpha: [10.          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[==============================] - 0s 4ms/step - loss: 9.5243 - mape: 9.5243\n","4/4 [==============================] - 0s 6ms/step - loss: 7.9174 - mape: 7.9174\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7005 - mape: 8.7005\n","[1. 2. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d2bc10>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d4ab50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3c810>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c9d90>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 71\n","alpha: [14.          6.49603891]\n","beta: [10.          8.49802685]\n","delta: [13.          9.09942532]\n","4/4 [==============================] - 0s 2ms/step - loss: 6.6835 - mape: 6.6835\n","4/4 [==============================] - 0s 5ms/step - loss: 8.9264 - mape: 8.9264\n","4/4 [==============================] - 0s 3ms/step - loss: 7.6294 - mape: 7.6294\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4346 - mape: 9.4346\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2845 - mape: 8.2845\n","4/4 [==============================] - 0s 6ms/step - loss: 8.8986 - mape: 8.8986\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4893 - mape: 9.4893\n","4/4 [==============================] - 0s 6ms/step - loss: 8.5315 - mape: 8.5315\n","[1. 2. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d4ab50>\n"," 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[==============================] - 0s 2ms/step - loss: 9.7653 - mape: 9.7653\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5824 - mape: 8.5824\n","4/4 [==============================] - 0s 5ms/step - loss: 9.9270 - mape: 9.9270\n","[2. 1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3c810>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c9d90>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>]\n","[2. 1. 2. 1. 1. 1. 1.]\n","[2. 1. 2. 1. 1. 1.]\n","\n","Iteration: 73\n","alpha: [15.         6.2832675]\n","beta: [12.         7.2784996]\n","delta: [14.          6.49603891]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.5480 - mape: 8.5480\n","4/4 [==============================] - 0s 6ms/step - loss: 8.1819 - mape: 8.1819\n","4/4 [==============================] - 0s 5ms/step - loss: 10.1780 - mape: 10.1780\n","4/4 [==============================] - 0s 3ms/step - loss: 8.9062 - mape: 8.9062\n","4/4 [==============================] - 0s 2ms/step - loss: 7.9189 - mape: 7.9189\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6996 - mape: 8.6996\n","4/4 [==============================] - 0s 3ms/step - loss: 10.0172 - mape: 10.0172\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6219 - mape: 8.6219\n","[2. 2. 2. 1. 1. 1. 1.]\n","[2. 2. 2. 1. 1. 1. 1.]\n","[2. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3c810>\n"," <GreyWolf.GreyWolf object at 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8.6004\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1895 - mape: 9.1895\n","4/4 [==============================] - 0s 4ms/step - loss: 7.5404 - mape: 7.5404\n","[1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3c810>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e7c9d90>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 75\n","alpha: [12.         7.2784996]\n","beta: [12.          6.68347263]\n","delta: [15.         6.2832675]\n","4/4 [==============================] - 0s 6ms/step - loss: 9.0370 - mape: 9.0370\n","4/4 [==============================] - 0s 6ms/step - loss: 9.6192 - mape: 9.6192\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6677 - mape: 8.6677\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2111 - mape: 8.2111\n","4/4 [==============================] - 0s 4ms/step - loss: 7.3056 - mape: 7.3056\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2587 - mape: 8.2587\n","4/4 [==============================] - 0s 4ms/step - loss: 10.5773 - mape: 10.5773\n","4/4 [==============================] - 0s 5ms/step - loss: 8.1674 - mape: 8.1674\n","[1. 1. 2. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 2. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf 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[==============================] - 0s 4ms/step - loss: 8.8437 - mape: 8.8437\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2316 - mape: 8.2316\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>]\n","[1. 1. 2. 2. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1.]\n","\n","Iteration: 77\n","alpha: [16.          5.80303478]\n","beta: [15.         6.2832675]\n","delta: [14.          6.49603891]\n","4/4 [==============================] - 0s 7ms/step - loss: 10.3725 - mape: 10.3725\n","4/4 [==============================] - 0s 7ms/step - loss: 8.3155 - mape: 8.3155\n","4/4 [==============================] - 0s 5ms/step - loss: 7.3747 - mape: 7.3747\n","4/4 [==============================] - 0s 6ms/step - loss: 8.2017 - mape: 8.2017\n","4/4 [==============================] - 0s 5ms/step - loss: 9.3123 - mape: 9.3123\n","4/4 [==============================] - 0s 3ms/step - loss: 8.4369 - mape: 8.4369\n","4/4 [==============================] - 0s 7ms/step - loss: 8.0255 - mape: 8.0255\n","4/4 [==============================] - 0s 7ms/step - loss: 8.6021 - mape: 8.6021\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf 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8.1686\n","4/4 [==============================] - 0s 6ms/step - loss: 10.9780 - mape: 10.9780\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e928e50>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>]\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","\n","Iteration: 79\n","alpha: [10.          8.49802685]\n","beta: [15.         6.2832675]\n","delta: [14.          6.49603891]\n","4/4 [==============================] - 0s 6ms/step - loss: 8.5008 - mape: 8.5008\n","4/4 [==============================] - 0s 3ms/step - loss: 7.4473 - mape: 7.4473\n","4/4 [==============================] - 0s 4ms/step - loss: 6.4399 - mape: 6.4399\n","4/4 [==============================] - 0s 2ms/step - loss: 8.1553 - mape: 8.1553\n","4/4 [==============================] - 0s 5ms/step - loss: 9.3250 - mape: 9.3250\n","4/4 [==============================] - 0s 6ms/step - loss: 8.5609 - mape: 8.5609\n","4/4 [==============================] - 0s 6ms/step - loss: 8.2260 - mape: 8.2260\n","4/4 [==============================] - 0s 3ms/step - loss: 10.8959 - mape: 10.8959\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 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loss: 7.4405 - mape: 7.4405\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>]\n","[1. 1. 2. 2. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1.]\n","\n","Iteration: 81\n","alpha: [15.         6.2832675]\n","beta: [12.          7.30563545]\n","delta: [11.          7.61235905]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7101 - mape: 9.7101\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6722 - mape: 8.6722\n","4/4 [==============================] - 0s 2ms/step - loss: 10.4671 - mape: 10.4671\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3833 - mape: 9.3833\n","4/4 [==============================] - 0s 6ms/step - loss: 6.5934 - mape: 6.5934\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8135 - mape: 8.8135\n","4/4 [==============================] - 0s 6ms/step - loss: 8.6785 - mape: 8.6785\n","4/4 [==============================] - 0s 5ms/step - loss: 8.8268 - mape: 8.8268\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 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1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e9c0e90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>]\n","[1. 2. 2. 1. 1. 1. 1.]\n","[1. 2. 2. 1. 1. 1.]\n","\n","Iteration: 83\n","alpha: [10.          8.49802685]\n","beta: [12.          7.30563545]\n","delta: [15.         6.2832675]\n","4/4 [==============================] - 0s 7ms/step - loss: 8.0521 - mape: 8.0521\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4468 - mape: 9.4468\n","4/4 [==============================] - 0s 4ms/step - loss: 6.7677 - mape: 6.7677\n","4/4 [==============================] - 0s 4ms/step - loss: 10.4182 - mape: 10.4182\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8375 - mape: 8.8375\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9082 - mape: 8.9082\n","4/4 [==============================] - 0s 7ms/step - loss: 10.4695 - mape: 10.4695\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1475 - mape: 10.1475\n","[1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 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1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>]\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 85\n","alpha: [16.          5.80303478]\n","beta: [10.          8.49802685]\n","delta: [11.          7.61235905]\n","4/4 [==============================] - 0s 2ms/step - loss: 9.4130 - mape: 9.4130\n","4/4 [==============================] - 0s 6ms/step - loss: 8.8977 - mape: 8.8977\n","4/4 [==============================] - 0s 6ms/step - loss: 8.9124 - mape: 8.9124\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5571 - mape: 9.5571\n","4/4 [==============================] - 0s 6ms/step - loss: 7.9217 - mape: 7.9217\n","4/4 [==============================] - 0s 3ms/step - loss: 10.2341 - mape: 10.2341\n","4/4 [==============================] - 0s 4ms/step - loss: 10.2024 - mape: 10.2024\n","4/4 [==============================] - 0s 4ms/step - loss: 10.3680 - mape: 10.3680\n","[1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3ce9915310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 86\n","alpha: [10.          8.13619709]\n","beta: [11.          6.76769114]\n","delta: [14.          6.43987513]\n","4/4 [==============================] - 0s 5ms/step - loss: 8.5676 - mape: 8.5676\n","4/4 [==============================] - 0s 5ms/step - loss: 7.7644 - mape: 7.7644\n","4/4 [==============================] - 0s 5ms/step - loss: 9.1771 - mape: 9.1771\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6298 - mape: 8.6298\n","4/4 [==============================] - 0s 6ms/step - loss: 11.2846 - mape: 11.2846\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3894 - mape: 10.3894\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1896 - mape: 9.1896\n","4/4 [==============================] - 0s 6ms/step - loss: 8.1507 - mape: 8.1507\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 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5ms/step - loss: 8.5550 - mape: 8.5550\n","4/4 [==============================] - 0s 6ms/step - loss: 9.0194 - mape: 9.0194\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3749 - mape: 8.3749\n","4/4 [==============================] - 0s 6ms/step - loss: 9.1539 - mape: 9.1539\n","4/4 [==============================] - 0s 4ms/step - loss: 9.6477 - mape: 9.6477\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6508 - mape: 9.6508\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d8c3d0>]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 88\n","alpha: [12.          7.30563545]\n","beta: [11.          9.01942539]\n","delta: [11.          7.61235905]\n","4/4 [==============================] - 0s 2ms/step - loss: 10.3475 - mape: 10.3475\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6878 - mape: 8.6878\n","4/4 [==============================] - 0s 5ms/step - loss: 8.4367 - mape: 8.4367\n","4/4 [==============================] - 0s 2ms/step - loss: 8.7340 - mape: 8.7340\n","4/4 [==============================] - 0s 5ms/step - loss: 9.1684 - mape: 9.1684\n","4/4 [==============================] - 0s 5ms/step - loss: 8.5773 - mape: 8.5773\n","4/4 [==============================] - 0s 4ms/step - loss: 8.0398 - mape: 8.0398\n","4/4 [==============================] - 0s 6ms/step - loss: 7.9752 - mape: 7.9752\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d8c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca90>]\n","[1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 89\n","alpha: [10.          8.49802685]\n","beta: [11.          6.76769114]\n","delta: [16.          5.80303478]\n","4/4 [==============================] - 0s 6ms/step - loss: 8.7995 - mape: 8.7995\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9368 - mape: 8.9368\n","4/4 [==============================] - 0s 6ms/step - loss: 8.7202 - mape: 8.7202\n","4/4 [==============================] - 0s 6ms/step - loss: 8.6590 - mape: 8.6590\n","4/4 [==============================] - 0s 3ms/step - loss: 10.2542 - mape: 10.2542\n","4/4 [==============================] - 0s 6ms/step - loss: 9.1514 - mape: 9.1514\n","4/4 [==============================] - 0s 7ms/step - loss: 11.1464 - mape: 11.1464\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1471 - mape: 8.1471\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d8c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca10>]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 90\n","alpha: [16.          5.80303478]\n","beta: [10.          8.13619709]\n","delta: [9.         9.15141869]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8978 - mape: 8.8978\n","4/4 [==============================] - 0s 4ms/step - loss: 7.9142 - mape: 7.9142\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8410 - mape: 8.8410\n","4/4 [==============================] - 0s 5ms/step - loss: 9.9489 - mape: 9.9489\n","4/4 [==============================] - 0s 2ms/step - loss: 10.3390 - mape: 10.3390\n","4/4 [==============================] - 0s 5ms/step - loss: 9.8278 - mape: 9.8278\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5175 - mape: 9.5175\n","4/4 [==============================] - 0s 3ms/step - loss: 8.9916 - mape: 8.9916\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d8c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 91\n","alpha: [11.          9.82781219]\n","beta: [16.          5.80303478]\n","delta: [10.          8.13619709]\n","4/4 [==============================] - 0s 7ms/step - loss: 7.8327 - mape: 7.8327\n","4/4 [==============================] - 0s 7ms/step - loss: 7.8429 - mape: 7.8429\n","4/4 [==============================] - 0s 4ms/step - loss: 10.1651 - mape: 10.1651\n","4/4 [==============================] - 0s 3ms/step - loss: 7.9647 - mape: 7.9647\n","4/4 [==============================] - 0s 2ms/step - loss: 9.0988 - mape: 9.0988\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1735 - mape: 9.1735\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3592 - mape: 9.3592\n","4/4 [==============================] - 0s 7ms/step - loss: 9.2806 - mape: 9.2806\n","[2. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d8c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>]\n","[2. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 92\n","alpha: [12.          7.30563545]\n","beta: [14.          5.81071377]\n","delta: [10.          8.49802685]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.6472 - mape: 9.6472\n","4/4 [==============================] - 0s 6ms/step - loss: 8.4173 - mape: 8.4173\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1998 - mape: 8.1998\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7629 - mape: 8.7629\n","4/4 [==============================] - 0s 2ms/step - loss: 9.0843 - mape: 9.0843\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1381 - mape: 8.1381\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8280 - mape: 8.8280\n","4/4 [==============================] - 0s 6ms/step - loss: 9.1981 - mape: 9.1981\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d8c3d0>]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 93\n","alpha: [12.         8.7628994]\n","beta: [10.          8.49802685]\n","delta: [12.          8.13811588]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0841 - mape: 9.0841\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1676 - mape: 8.1676\n","4/4 [==============================] - 0s 6ms/step - loss: 8.2625 - mape: 8.2625\n","4/4 [==============================] - 0s 5ms/step - loss: 9.1467 - mape: 9.1467\n","4/4 [==============================] - 0s 6ms/step - loss: 9.5519 - mape: 9.5519\n","4/4 [==============================] - 0s 5ms/step - loss: 10.3867 - mape: 10.3867\n","4/4 [==============================] - 0s 6ms/step - loss: 7.5818 - mape: 7.5818\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8143 - mape: 8.8143\n","[2. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca10>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d8c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>]\n","[2. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 94\n","alpha: [11.         10.38672638]\n","beta: [14.          6.43987513]\n","delta: [11.          7.61235905]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2652 - mape: 9.2652\n","4/4 [==============================] - 0s 5ms/step - loss: 9.2948 - mape: 9.2948\n","4/4 [==============================] - 0s 6ms/step - loss: 8.2466 - mape: 8.2466\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3123 - mape: 9.3123\n","4/4 [==============================] - 0s 7ms/step - loss: 7.6647 - mape: 7.6647\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4573 - mape: 9.4573\n","4/4 [==============================] - 0s 5ms/step - loss: 8.2157 - mape: 8.2157\n","4/4 [==============================] - 0s 6ms/step - loss: 10.6864 - mape: 10.6864\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d8c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 95\n","alpha: [10.          8.13619709]\n","beta: [14.          6.43987513]\n","delta: [12.          7.30563545]\n","4/4 [==============================] - 0s 4ms/step - loss: 10.1403 - mape: 10.1403\n","4/4 [==============================] - 0s 8ms/step - loss: 7.8836 - mape: 7.8836\n","4/4 [==============================] - 0s 7ms/step - loss: 9.0694 - mape: 9.0694\n","4/4 [==============================] - 0s 6ms/step - loss: 9.2454 - mape: 9.2454\n","4/4 [==============================] - 0s 6ms/step - loss: 9.1175 - mape: 9.1175\n","4/4 [==============================] - 0s 7ms/step - loss: 10.4885 - mape: 10.4885\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8722 - mape: 8.8722\n","4/4 [==============================] - 0s 6ms/step - loss: 8.4526 - mape: 8.4526\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d8c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>]\n","[1. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 96\n","alpha: [10.          8.49802685]\n","beta: [14.          5.81071377]\n","delta: [11.          6.76769114]\n","4/4 [==============================] - 0s 6ms/step - loss: 7.4997 - mape: 7.4997\n","4/4 [==============================] - 0s 6ms/step - loss: 9.1528 - mape: 9.1528\n","4/4 [==============================] - 0s 3ms/step - loss: 10.7414 - mape: 10.7414\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1819 - mape: 9.1819\n","4/4 [==============================] - 0s 5ms/step - loss: 8.7348 - mape: 8.7348\n","4/4 [==============================] - 0s 2ms/step - loss: 8.4100 - mape: 8.4100\n","4/4 [==============================] - 0s 2ms/step - loss: 9.1591 - mape: 9.1591\n","4/4 [==============================] - 0s 6ms/step - loss: 11.0475 - mape: 11.0475\n","[2. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d8c3d0>]\n","[2. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 97\n","alpha: [12.          7.30563545]\n","beta: [14.          5.81071377]\n","delta: [11.          7.61235905]\n","4/4 [==============================] - 0s 5ms/step - loss: 8.5020 - mape: 8.5020\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2788 - mape: 8.2788\n","4/4 [==============================] - 0s 3ms/step - loss: 10.2662 - mape: 10.2662\n","4/4 [==============================] - 0s 6ms/step - loss: 8.8933 - mape: 8.8933\n","4/4 [==============================] - 0s 3ms/step - loss: 10.2742 - mape: 10.2742\n","4/4 [==============================] - 0s 5ms/step - loss: 9.0023 - mape: 9.0023\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9712 - mape: 9.9712\n","4/4 [==============================] - 0s 7ms/step - loss: 9.0211 - mape: 9.0211\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d8c3d0>]\n","[1. 1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 98\n","alpha: [10.          8.13619709]\n","beta: [14.          6.43987513]\n","delta: [12.         8.8932724]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7185 - mape: 9.7185\n","4/4 [==============================] - 0s 2ms/step - loss: 7.3227 - mape: 7.3227\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2864 - mape: 8.2864\n","4/4 [==============================] - 0s 6ms/step - loss: 8.1552 - mape: 8.1552\n","4/4 [==============================] - 0s 6ms/step - loss: 8.8041 - mape: 8.8041\n","4/4 [==============================] - 0s 4ms/step - loss: 9.6040 - mape: 9.6040\n","4/4 [==============================] - 0s 6ms/step - loss: 8.8696 - mape: 8.8696\n","4/4 [==============================] - 0s 5ms/step - loss: 7.4054 - mape: 7.4054\n","[3. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[3. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[3. 1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [<GreyWolf.GreyWolf object at 0x7f3c8e352910>\n"," <GreyWolf.GreyWolf object at 0x7f3c8774fa10>\n"," <GreyWolf.GreyWolf object at 0x7f3c8baf8cd0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e925750>\n"," <GreyWolf.GreyWolf object at 0x7f3c877d5310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8ea3ca90>\n"," <GreyWolf.GreyWolf object at 0x7f3c8eab45d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e5cfd90>\n"," <GreyWolf.GreyWolf object at 0x7f3c84d8c3d0>\n"," <GreyWolf.GreyWolf object at 0x7f3c8b969310>\n"," <GreyWolf.GreyWolf object at 0x7f3c8e8d0510>\n"," <GreyWolf.GreyWolf object at 0x7f3c876f3e90>]\n","[3. 1. 1. 1. 2. 1. 1. 1.]\n","[3. 1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 99\n","alpha: [14.          6.43987513]\n","beta: [11.          6.76769114]\n","delta: [10.          8.49802685]\n","4/4 [==============================] - 0s 5ms/step - loss: 9.6396 - mape: 9.6396\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8768 - mape: 8.8768\n","4/4 [==============================] - 0s 5ms/step - loss: 8.1801 - mape: 8.1801\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8066 - mape: 8.8066\n","4/4 [==============================] - 0s 6ms/step - loss: 8.8425 - mape: 8.8425\n","4/4 [==============================] - 0s 6ms/step - loss: 9.2392 - mape: 9.2392\n","4/4 [==============================] - 0s 4ms/step - loss: 10.4672 - mape: 10.4672\n","4/4 [==============================] - 0s 2ms/step - loss: 7.1437 - mape: 7.1437\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"TnGi6t4dbk-W","executionInfo":{"status":"ok","timestamp":1634042540122,"user_tz":-330,"elapsed":68,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"1d78fc86-371e-4803-bf14-8d5115e183ab"},"source":["for nonD in bgwo4.archive:\n","  print(nonD.cost, nonD.position)"],"id":"TnGi6t4dbk-W","execution_count":34,"outputs":[{"output_type":"stream","name":"stdout","text":["[12.          6.68347263] [1 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 0]\n","[12.         6.6944437] [1 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 1 0 0 0 0]\n","[16.          5.80303478] [1 0 0 0 1 1 0 1 1 0 0 1 1 1 1 0 1 0 0 0 0 1 1 1 1 0 0 0 0 0 1 0 0 1]\n","[10.          8.49802685] [1 0 0 0 1 0 0 1 1 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 0]\n","[12.          7.30563545] [1 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 0]\n","[14.          5.81071377] [1 0 0 0 1 1 0 1 1 0 0 0 1 1 0 0 1 1 0 0 0 1 1 0 1 0 0 0 0 1 1 0 0 0]\n","[10.          8.13619709] [1 0 0 0 1 0 0 1 1 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0]\n","[10.          8.15521049] [1 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 1 0 1 0 0 1 1 0 0 0]\n","[14.          6.43987513] [1 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0 1 1 0 0 0 1 1 0 1 0 1 0 0 1 1 0 0 0]\n","[11.          6.76769114] [1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 0]\n","[10.          8.18009377] [1 0 0 0 1 0 0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 0]\n","[11.         7.1436677] [1 0 0 0 1 0 0 1 1 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 0]\n"]}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":0},"id":"4BNpZBD_986s","executionInfo":{"status":"ok","timestamp":1634042540126,"user_tz":-330,"elapsed":41,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"}},"outputId":"951694ec-3e01-4790-8124-ecc72182227f"},"source":["plot_archive(bgwo4.archive)"],"id":"4BNpZBD_986s","execution_count":35,"outputs":[{"output_type":"display_data","data":{"image/png":"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\n","text/plain":["<Figure size 432x288 with 1 Axes>"]},"metadata":{"needs_background":"light"}}]}]}